From 61277350d84cf8808d3ba7dd77c2ef16b87dfff5 Mon Sep 17 00:00:00 2001 From: Leandro Afonso Date: Mon, 8 Dec 2025 08:27:04 +0000 Subject: [PATCH] data update \\ properties unnecessary data removal + translation --- RELATORIO_FINAL.tex | 712 ++++++++++++++++++ main/analysis/HIGH_LOAD_20251207-001113.csv | 6 - main/analysis/HIGH_LOAD_20251207-001113.txt | 215 ------ main/analysis/HIGH_LOAD_20251208-082040.csv | 6 + main/analysis/HIGH_LOAD_20251208-082040.txt | 215 ++++++ main/analysis/LOW_LOAD_20251207-000957.csv | 6 - main/analysis/LOW_LOAD_20251207-000957.txt | 209 ----- main/analysis/LOW_LOAD_20251208-081357.csv | 5 + main/analysis/LOW_LOAD_20251208-081357.txt | 204 +++++ main/analysis/LOW_LOAD_20251208-081933.csv | 6 + main/analysis/LOW_LOAD_20251208-081933.txt | 215 ++++++ main/analysis/MEDIUM_LOAD_20251207-001034.csv | 6 - main/analysis/MEDIUM_LOAD_20251207-001034.txt | 203 ----- main/analysis/MEDIUM_LOAD_20251208-082005.csv | 6 + main/analysis/MEDIUM_LOAD_20251208-082005.txt | 209 +++++ main/graphs/completion_rate_comparison.png | Bin 92119 -> 91810 bytes main/graphs/dwelling_time_comparison.png | Bin 91630 -> 96800 bytes main/graphs/summary_statistics.png | Bin 220182 -> 223307 bytes main/graphs/waiting_time_comparison.png | Bin 88503 -> 93485 bytes main/src/main/java/sd/model/Intersection.java | 3 - .../main/resources/simulation-high.properties | 107 +-- .../main/resources/simulation-low.properties | 83 +- .../resources/simulation-medium.properties | 102 +-- main/src/main/resources/simulation.properties | 95 +-- 24 files changed, 1680 insertions(+), 933 deletions(-) create mode 100644 RELATORIO_FINAL.tex delete mode 100644 main/analysis/HIGH_LOAD_20251207-001113.csv delete mode 100644 main/analysis/HIGH_LOAD_20251207-001113.txt create mode 100644 main/analysis/HIGH_LOAD_20251208-082040.csv create mode 100644 main/analysis/HIGH_LOAD_20251208-082040.txt delete mode 100644 main/analysis/LOW_LOAD_20251207-000957.csv delete mode 100644 main/analysis/LOW_LOAD_20251207-000957.txt create mode 100644 main/analysis/LOW_LOAD_20251208-081357.csv create mode 100644 main/analysis/LOW_LOAD_20251208-081357.txt create mode 100644 main/analysis/LOW_LOAD_20251208-081933.csv create mode 100644 main/analysis/LOW_LOAD_20251208-081933.txt delete mode 100644 main/analysis/MEDIUM_LOAD_20251207-001034.csv delete mode 100644 main/analysis/MEDIUM_LOAD_20251207-001034.txt create mode 100644 main/analysis/MEDIUM_LOAD_20251208-082005.csv create mode 100644 main/analysis/MEDIUM_LOAD_20251208-082005.txt diff --git a/RELATORIO_FINAL.tex b/RELATORIO_FINAL.tex new file mode 100644 index 0000000..ee4437b --- /dev/null +++ b/RELATORIO_FINAL.tex @@ -0,0 +1,712 @@ +\documentclass[12pt,a4paper]{article} + +% Pacotes essenciais +\usepackage[utf8]{inputenc} +\usepackage[portuguese]{babel} +\usepackage[T1]{fontenc} +\usepackage{graphicx} +\usepackage{hyperref} +\usepackage{booktabs} +\usepackage{longtable} +\usepackage{geometry} +\usepackage{fancyhdr} +\usepackage{amsmath} +\usepackage{listings} +\usepackage{xcolor} +\usepackage{float} +\usepackage{caption} +\usepackage{subcaption} + +% Configuração da página +\geometry{ + left=2.5cm, + right=2.5cm, + top=2.5cm, + bottom=2.5cm +} + +% Configuração de hyperlinks +\hypersetup{ + colorlinks=true, + linkcolor=blue, + filecolor=magenta, + urlcolor=cyan, + pdftitle={Trabalho Prático - Sistemas Distribuídos}, + pdfauthor={David Alves, Leandro Afonso, Gabriel Moreira}, +} + +% Configuração de código +\lstset{ + basicstyle=\ttfamily\footnotesize, + breaklines=true, + frame=single, + numbers=left, + numberstyle=\tiny, + keywordstyle=\color{blue}, + commentstyle=\color{green!60!black}, + stringstyle=\color{red} +} + +% Cabeçalho e rodapé +\pagestyle{fancy} +\fancyhf{} +\rhead{Sistemas Distribuídos} +\lhead{Trabalho Prático} +\rfoot{Página \thepage} + +\begin{document} + +% ============================================================ +% PÁGINA DE TÍTULO +% ============================================================ +\begin{titlepage} + \centering + \vspace*{2cm} + + {\LARGE\bfseries Licenciatura em Segurança Informática\\e Redes de Computadores\par} + \vspace{1.5cm} + + {\Large Unidade Curricular ``Sistemas Distribuídos''\par} + \vspace{0.5cm} + {\large Ano letivo 2024/2025\par} + \vspace{2cm} + + {\huge\bfseries Trabalho Prático\par} + \vspace{0.5cm} + {\Large Simulação de Tráfego Urbano Distribuído\par} + \vspace{2cm} + + {\large\bfseries Realizado por:\par} + \vspace{0.5cm} + {\large + David Alves, número de aluno 8240231\\ + Leandro Afonso, número de aluno [A COMPLETAR]\\ + Gabriel Moreira, número de aluno [A COMPLETAR] + \par} + \vspace{1.5cm} + + {\large\bfseries Docente da UC:\par} + \vspace{0.3cm} + {\large Ronaldo Moreira Salles\par} + + \vfill + + {\large 8 de dezembro de 2024\par} +\end{titlepage} + +% ============================================================ +% ÍNDICE +% ============================================================ +\tableofcontents +\newpage + +% ============================================================ +% INTRODUÇÃO +% ============================================================ +\section{Introdução} + +O presente trabalho tem como objetivo dotar os alunos com a capacidade de desenvolver uma aplicação distribuída em linguagem Java, simulando um sistema de tráfego urbano. O projeto é desenvolvido de modo a permitir avaliar e gerir as regras de controlo dos semáforos, tendo em conta diferentes cargas de tráfego. + +A simulação implementa uma arquitetura de processos distribuídos que comunicam através de sockets TCP/IP, onde cada componente opera de forma autónoma enquanto contribui para o comportamento global do sistema. Este paradigma permite avaliar propriedades como escalabilidade, tolerância a falhas e sincronização distribuída em ambientes concorrentes. + +% ============================================================ +% O MODELO DE SIMULAÇÃO +% ============================================================ +\section{O Modelo de Simulação} + +O sistema retrata uma malha três por três, tendo três pontos de entrada (E1, E2 e E3), cinco cruzamentos (de Cr1 a Cr5) e um ponto de saída (S). As arestas representam as ruas e podem ser de sentido único ou duplo. Cada cruzamento é um processo separado, responsável pela gestão local do tráfego através de semáforos independentes que controlam três direções (Sul, Este e Oeste). O ponto de saída recolhe as estatísticas finais dos veículos que terminam o seu percurso. + +\subsection{Geração de Veículos} + +O processo coordenador (\texttt{CoordinatorProcess}) atua como o gerador de veículos, colocando-os no percurso através dos pontos de entrada seguindo o modelo de \textbf{Poisson} ($\lambda$ configurável). A simulação modela assim a chegada de veículos de forma realista, semelhante ao tráfego real. Esta abordagem significa que o número total de veículos gerados varia entre execuções. Como alternativa, o sistema permite também configurar um modelo de chegadas fixas, onde os veículos chegam em intervalos constantes e previsíveis. + +\subsection{Características dos Veículos} + +Cada veículo criado tem a probabilidade de ser: +\begin{itemize} + \item \textbf{Mota} (20\%): Tempo de travessia = $0.5 \times$ tempo base + \item \textbf{Carro} (60\%): Tempo de travessia = $1.0 \times$ tempo base + \item \textbf{Camião} (20\%): Tempo de travessia = $2.0 \times$ tempo base +\end{itemize} + +Cada veículo possui um identificador único e uma rota predefinida que determina o seu percurso completo até ao nó de saída. As rotas são atribuídas segundo a política de encaminhamento configurada: +\begin{itemize} + \item \textbf{Random}: Escolha aleatória entre todas as rotas possíveis + \item \textbf{Shortest Path}: Seleção da rota com menor número de saltos + \item \textbf{Least Congested}: Escolha da rota com menor congestionamento atual +\end{itemize} + +\subsection{Modelo de Eventos Discretos (DES)} + +A simulação baseia-se num modelo de eventos discretos, onde cada cruzamento mantém uma fila de prioridade de eventos ordenados cronologicamente por timestamp. Os eventos incluem: +\begin{itemize} + \item Chegadas e partidas de veículos + \item Mudanças de estado dos semáforos + \item Atualizações de estatísticas +\end{itemize} + +Cada semáforo opera como uma thread independente, alternando entre os estados \textbf{GREEN} (verde) e \textbf{RED} (vermelho), gerindo uma fila FIFO de veículos que aguardam passagem. Quando um veículo atravessa um cruzamento, é enviado para o processo do próximo cruzamento indicado na sua rota, onde é adicionado à fila do semáforo correspondente à direção necessária. + +\subsection{Comunicação Distribuída} + +A arquitetura distribuída permite que cada componente seja executado de forma independente. As comunicações são baseadas em sockets TCP/IP, com serialização das mensagens em JSON através da biblioteca \textbf{Gson}. Esta abordagem garante interoperabilidade e facilita a depuração do sistema. + +% ============================================================ +% ARQUITETURA DO SISTEMA E COMPONENTES +% ============================================================ +\section{Arquitetura do Sistema e Componentes} + +Foi desenvolvido um diagrama que retrata a arquitetura do projeto, ilustrando a topologia da rede viária e as conexões entre os diversos processos. + +\subsection{Componentes Principais} + +\subsubsection{Coordenador (\texttt{CoordinatorProcess})} +\begin{itemize} + \item \textbf{Porta}: Coordenação central sem socket servidor próprio (atua como cliente) + \item \textbf{Função}: Geração de veículos, gestão do relógio global de simulação, injeção de carga nos pontos de entrada + \item \textbf{Responsabilidades}: + \begin{itemize} + \item Implementação do modelo de Poisson para chegadas estocásticas + \item Seleção de rotas baseada na política configurada + \item Sincronização temporal da simulação + \end{itemize} +\end{itemize} + +\subsubsection{Processos de Cruzamento (\texttt{IntersectionProcess})} + +Cada cruzamento mantém um \texttt{ServerSocket} dedicado que aceita ligações de múltiplos clientes simultaneamente, criando uma thread para cada ligação estabelecida: + +\begin{itemize} + \item \textbf{Cr1}: Porta 8001 + \item \textbf{Cr2}: Porta 8002 + \item \textbf{Cr3}: Porta 8003 + \item \textbf{Cr4}: Porta 8004 + \item \textbf{Cr5}: Porta 8005 +\end{itemize} + +\textbf{Responsabilidades}: +\begin{itemize} + \item Gestão local de semáforos (3 direções: Sul, Este, Oeste) + \item Processamento de eventos DES locais + \item Encaminhamento de veículos para o próximo destino + \item Reporte periódico de estatísticas ao Dashboard +\end{itemize} + +\subsubsection{Nó de Saída (\texttt{ExitNodeProcess})} +\begin{itemize} + \item \textbf{Porta}: 9001 + \item \textbf{Função}: Agregação final de métricas + \item \textbf{Responsabilidades}: + \begin{itemize} + \item Cálculo do tempo total de permanência no sistema + \item Throughput global + \item Estatísticas agregadas por tipo de veículo + \end{itemize} +\end{itemize} + +\subsubsection{Servidor de Dashboard (\texttt{DashboardServer})} +\begin{itemize} + \item \textbf{Porta}: 9000 + \item \textbf{Função}: Monitorização centralizada e visualização em tempo real + \item \textbf{Responsabilidades}: + \begin{itemize} + \item Agregação de estatísticas de todos os processos + \item Deteção de falhas através de heartbeats + \item Renderização da interface gráfica (JavaFX) ou CLI + \end{itemize} +\end{itemize} + +\subsection{Sincronização e Concorrência} + +O \texttt{DashboardServer} implementa um sistema de agregação com \textbf{10 threads concorrentes} (thread pool) que processam atualizações de estatísticas vindas dos cinco cruzamentos. Utiliza um \texttt{ConcurrentHashMap} para armazenar métricas por cruzamento, permitindo leituras simultâneas enquanto recebe atualizações. O frontend é atualizado a cada \textbf{5 segundos}. + +A sincronização entre os processos ocorre através de \textbf{comunicação assíncrona}, onde cada processo continua a sua execução local enquanto envia e recebe mensagens. Os semáforos dentro de cada cruzamento operam de forma autónoma com ciclos independentes. O dashboard identifica a ausência de heartbeats para detetar falhas de processos. + +% ============================================================ +% CLASSES E MÉTODOS +% ============================================================ +\section{Classes e Métodos} + +O programa está organizado em diversos packages que contêm classes com responsabilidades distintas. Neste relatório são mencionadas as principais que sustentam o projeto, estando o resto da documentação apoiado em JavaDoc. + +\subsection{Package \texttt{sd.model}} + +\subsubsection{Classe \texttt{Vehicle}} +Representa cada veículo na simulação com os seguintes atributos: +\begin{itemize} + \item \texttt{vehicleId}: Identificador único + \item \texttt{vehicleType}: Tipo (MOTORCYCLE, CAR, TRUCK) + \item \texttt{entryTime}: Timestamp de entrada no sistema + \item \texttt{route}: Lista de nós que compõem o percurso completo +\end{itemize} + +\textbf{Métodos principais:} +\begin{itemize} + \item \texttt{advanceRoute()}: Avança para o próximo nó na rota + \item \texttt{getCurrentDestination()}: Obtém o próximo cruzamento + \item \texttt{addWaitingTime(double time)}: Acumula tempo de espera em filas + \item \texttt{addCrossingTime(double time)}: Acumula tempo de travessia +\end{itemize} + +\subsubsection{Classe \texttt{Intersection}} +Gere os cruzamentos, mantendo: +\begin{itemize} + \item Um mapa de semáforos por direção (\texttt{Map}) + \item Uma tabela de encaminhamento que mapeia destinos para direções específicas +\end{itemize} + +\textbf{Métodos principais:} +\begin{itemize} + \item \texttt{configureRoute(String destination, Direction direction)}: Define a tabela de routing + \item \texttt{receiveVehicle(Vehicle vehicle)}: Recebe veículos e coloca-os na fila do semáforo correspondente + \item \texttt{getTrafficLight(Direction direction)}: Obtém o semáforo de uma direção específica +\end{itemize} + +\subsubsection{Classe \texttt{TrafficLight}} +Controla cada semáforo individualmente, utilizando locks (\texttt{ReentrantLock}) para garantir thread-safety. + +\textbf{Métodos principais:} +\begin{itemize} + \item \texttt{addVehicle(Vehicle vehicle)}: Adiciona veículo à fila (FIFO) + \item \texttt{removeVehicle()}: Remove veículo da fila (apenas quando verde) + \item \texttt{changeState(TrafficLightState newState)}: Alterna entre GREEN e RED + \item \texttt{getQueueSize()}: Retorna o tamanho atual da fila +\end{itemize} + +\subsubsection{Classe \texttt{Event} (no package \texttt{sd.des})} +Representa eventos discretos na simulação. Implementa \texttt{Comparable} para ordenação automática cronológica na fila de prioridade. + +\textbf{Atributos:} +\begin{itemize} + \item \texttt{timestamp}: Momento em que o evento deve ocorrer + \item \texttt{eventType}: Tipo do evento (VEHICLE\_ARRIVAL, TRAFFIC\_LIGHT\_CHANGE, etc.) + \item \texttt{associatedData}: Payload específico do evento +\end{itemize} + +\subsubsection{Classe \texttt{Message}} +Define a estrutura das mensagens trocadas entre processos. + +\textbf{Atributos:} +\begin{itemize} + \item \texttt{messageId}: Identificador único da mensagem + \item \texttt{messageType}: Tipo da mensagem (VEHICLE\_TRANSFER, STATS\_UPDATE, etc.) + \item \texttt{sourceNode}: Nó de origem + \item \texttt{destinationNode}: Nó de destino + \item \texttt{payload}: Conteúdo serializado em JSON +\end{itemize} + +\subsection{Package \texttt{sd.coordinator}} + +\subsubsection{Classe \texttt{CoordinatorProcess}} +Conduz a simulação através do paradigma de eventos discretos distribuído. + +\textbf{Responsabilidades:} +\begin{itemize} + \item Inicialização da topologia da rede + \item Geração de veículos segundo distribuição de Poisson + \item Injeção de carga nos pontos de entrada (E1, E2, E3) + \item Seleção de rotas com base na política configurada +\end{itemize} + +\textbf{Métodos principais:} +\begin{itemize} + \item \texttt{initialize()}: Prepara o sistema, estabelece conexões com interseções + \item \texttt{run()}: Loop principal de geração de veículos + \item \texttt{generateAndInjectVehicle()}: Cria um novo veículo e injeta-o num ponto de entrada + \item \texttt{selectRouteForVehicle()}: Determina a rota com base na política ativa +\end{itemize} + +\subsubsection{Classe \texttt{SocketClient}} +Facilita a comunicação de rede do lado do cliente. + +\textbf{Métodos principais:} +\begin{itemize} + \item \texttt{connect(String host, int port)}: Estabelece ligação TCP + \item \texttt{send(Message message)}: Serializa e transmite mensagem + \item \texttt{close()}: Encerra ligação e liberta recursos +\end{itemize} + +\subsection{Package \texttt{sd}} + +\subsubsection{Classe \texttt{IntersectionProcess}} +Representa um nó de processamento autónomo (Worker Node) na malha distribuída. + +\textbf{Arquitetura híbrida:} +\begin{itemize} + \item \textbf{Reativa (Network I/O)}: Threads dedicadas aceitam conexões TCP e injetam veículos nas filas + \item \textbf{Proativa (DES Engine)}: Thread de processamento de eventos gere a lógica temporal +\end{itemize} + +\textbf{Métodos principais:} +\begin{itemize} + \item \texttt{initialize()}: Carrega configurações, cria semáforos e rotas + \item \texttt{startTrafficLightThreads()}: Inicia threads de controlo dos semáforos + \item \texttt{startServerSocket()}: Aceita conexões de veículos de outros processos + \item \texttt{sendVehicleToNextDestination(Vehicle vehicle)}: Encaminha veículos pela rede + \item \texttt{reportStatistics()}: Envia métricas ao Dashboard periodicamente + \item \texttt{shutdown()}: Encerra serviços e liberta recursos +\end{itemize} + +\subsection{Package \texttt{sd.util}} + +\subsubsection{Classe \texttt{VehicleGenerator}} +Responsável pela criação de veículos segundo o modelo de Poisson. + +\textbf{Métodos principais:} +\begin{itemize} + \item \texttt{generateVehicle()}: Cria veículo com tipo e rota selecionados aleatoriamente + \item \texttt{getNextArrivalTime(double lambda)}: Calcula o momento da próxima chegada usando distribuição exponencial +\end{itemize} + +\subsubsection{Classe \texttt{StatisticsCollector}} +Agrega métricas do sistema, rastreando veículos em trânsito e mantendo contadores globais. + +\textbf{Métodos principais:} +\begin{itemize} + \item \texttt{recordVehicleGeneration(Vehicle vehicle)}: Regista criação de veículo + \item \texttt{recordVehicleArrival(Vehicle vehicle, String intersection)}: Regista chegada a cruzamento + \item \texttt{recordVehicleDeparture(Vehicle vehicle, String intersection)}: Regista partida de cruzamento + \item \texttt{recordVehicleCompletion(Vehicle vehicle)}: Regista conclusão do percurso + \item \texttt{getStatistics()}: Retorna snapshot das métricas atuais + \item \texttt{printStatistics()}: Gera relatórios com throughput, tempos médios, etc. +\end{itemize} + +\subsection{Package \texttt{sd.config}} + +\subsubsection{Classe \texttt{SimulationConfig}} +Carrega parâmetros do ficheiro \texttt{simulation.properties} (ou variantes \texttt{simulation-low.properties}, \texttt{simulation-medium.properties}, \texttt{simulation-high.properties}). + +\textbf{Parâmetros configuráveis:} +\begin{itemize} + \item Duração da simulação + \item Taxa de chegada $\lambda$ (lambda) + \item Probabilidades de tipos de veículos + \item Tempos de travessia base + \item Tempos de ciclo dos semáforos + \item Política de encaminhamento +\end{itemize} + +\subsection{Package \texttt{sd.routing}} + +\subsubsection{Políticas de Encaminhamento} +O sistema suporta três estratégias de seleção de rotas: + +\begin{itemize} + \item \texttt{RandomRouteSelector}: Escolha equiprovável entre todas as rotas disponíveis. + \item \texttt{ShortestPathRouteSelector}: Seleção da rota com menor número de saltos (hops). + \item \texttt{LeastCongestedRouteSelector}: Escolha da rota com menor congestionamento atual, baseada em feedback dos cruzamentos sobre tamanhos de filas. +\end{itemize} + +% ============================================================ +% AVALIAÇÃO DO DESEMPENHO DO SISTEMA +% ============================================================ +\section{Avaliação do Desempenho do Sistema} + +A avaliação do sistema baseia-se em métricas recolhidas pela classe \texttt{DashboardStatistics}, que monitoriza: +\begin{itemize} + \item Número de veículos gerados + \item Número de veículos que completaram o percurso + \item Taxa de conclusão (\%) + \item Tempo médio no sistema (segundos) + \item Tempo médio de espera acumulado em filas (segundos) + \item Throughput (veículos/segundo) +\end{itemize} + +\subsection{Cenários de Carga} + +Foram configurados três cenários de carga de tráfego, cada um executado 5 vezes para obter estatísticas fiáveis. + +\subsubsection{Tráfego Leve (LOW LOAD)} +\textbf{Configuração:} \texttt{simulation-low.properties} - $\lambda = 0.2$ veículos/segundo + +\begin{table}[H] +\centering +\caption{Métricas de Desempenho - Tráfego Leve} +\begin{tabular}{lrrrrr} +\toprule +\textbf{Métrica} & \textbf{Média} & \textbf{Desvio Padrão} & \textbf{IC 95\%} & \textbf{Mín} & \textbf{Máx} \\ +\midrule +Veículos Gerados & 364.60 & 9.34 & [351.30, 377.90] & 350 & 373 \\ +Veículos Completados & 219.60 & 31.19 & [175.22, 263.98] & 187 & 263 \\ +Taxa de Conclusão (\%) & \textbf{60.38} & 9.71 & [46.57, 74.20] & 50.40 & 72.85 \\ +Tempo Médio no Sistema (s) & \textbf{33.04} & 7.41 & [22.50, 43.58] & 23.36 & 42.28 \\ +Tempo Médio de Espera (s) & 13.78 & 3.43 & [8.82, 18.73] & 9.72 & 17.53 \\ +\bottomrule +\end{tabular} +\end{table} + +\textbf{Análise:} Com carga leve, a rede opera abaixo da capacidade sem congestionamento significativo. A taxa de conclusão superior a 60\% e o tempo médio no sistema de apenas 33 segundos demonstram que o sistema consegue processar eficientemente o tráfego quando a chegada de veículos é esparsa. + +\subsubsection{Tráfego Moderado (MEDIUM LOAD)} +\textbf{Configuração:} \texttt{simulation-medium.properties} - $\lambda = 0.5$ veículos/segundo + +\begin{table}[H] +\centering +\caption{Métricas de Desempenho - Tráfego Moderado} +\begin{tabular}{lrrrrr} +\toprule +\textbf{Métrica} & \textbf{Média} & \textbf{Desvio Padrão} & \textbf{IC 95\%} & \textbf{Mín} & \textbf{Máx} \\ +\midrule +Veículos Gerados & 927.20 & 32.48 & [880.97, 973.43] & 886 & 954 \\ +Veículos Completados & 419.40 & 90.64 & [290.42, 548.38] & 312 & 535 \\ +Taxa de Conclusão (\%) & \textbf{45.23} & 9.64 & [31.50, 58.95] & 34.74 & 56.08 \\ +Tempo Médio no Sistema (s) & \textbf{44.48} & 6.81 & [34.79, 54.18] & 35.08 & 52.56 \\ +Tempo Médio de Espera (s) & 21.05 & 4.73 & [13.55, 28.56] & 14.60 & 25.60 \\ +\bottomrule +\end{tabular} +\end{table} + +\textbf{Análise:} Com tráfego moderado, observa-se o início de congestionamento. A taxa de conclusão cai para 45\% e o tempo médio no sistema aumenta 34\% relativamente ao cenário leve. As filas começam a formar-se nos cruzamentos principais (Cr2 e Cr5). + +\subsubsection{Tráfego Intenso (HIGH LOAD)} +\textbf{Configuração:} \texttt{simulation-high.properties} - $\lambda = 1.0$ veículos/segundo + +\begin{table}[H] +\centering +\caption{Métricas de Desempenho - Tráfego Intenso} +\begin{tabular}{lrrrrr} +\toprule +\textbf{Métrica} & \textbf{Média} & \textbf{Desvio Padrão} & \textbf{IC 95\%} & \textbf{Mín} & \textbf{Máx} \\ +\midrule +Veículos Gerados & 1813.80 & 41.93 & [1754.13, 1873.47] & 1782 & 1872 \\ +Veículos Completados & 651.00 & 354.20 & [146.96, 1155.04] & 179 & 953 \\ +Taxa de Conclusão (\%) & \textbf{35.92} & 19.44 & [8.25, 63.58] & 9.70 & 50.91 \\ +Tempo Médio no Sistema (s) & \textbf{60.15} & 6.17 & [51.38, 68.93] & 53.09 & 65.41 \\ +Tempo Médio de Espera (s) & 37.82 & 5.59 & [29.67, 45.96] & 31.51 & 44.58 \\ +\bottomrule +\end{tabular} +\end{table} + +\textbf{Análise:} Com tráfego intenso, a rede aproxima-se da saturação. A taxa de conclusão cai para apenas 36\% com elevada variabilidade ($\sigma = 19.44\%$), indicando comportamento instável. O tempo médio no sistema atinge 60 segundos, mas o aspecto mais crítico é o tempo médio de espera de 37.82 segundos, representando 63\% do tempo total no sistema. A alta variabilidade sugere que o sistema está perto do colapso, com algumas execuções a atingir apenas 9.7\% de taxa de conclusão. + +\subsection{Análise Comparativa} + +\begin{table}[H] +\centering +\caption{Comparação entre Cenários de Carga} +\begin{tabular}{lrrrr} +\toprule +\textbf{Cenário} & \textbf{$\lambda$ (v/s)} & \textbf{Taxa Conclusão (\%)} & \textbf{Tempo Sistema (s)} & \textbf{Tempo Espera (s)} \\ +\midrule +Leve & 0.2 & 60.38 & 33.04 & 13.78 \\ +Moderado & 0.5 & 45.23 & 44.48 & 21.05 \\ +Intenso & 1.0 & 35.92 & 60.15 & 37.82 \\ +\bottomrule +\end{tabular} +\end{table} + +\textbf{Observações:} +\begin{enumerate} + \item \textbf{Relação não-linear}: Dobrar a taxa de chegada ($0.2 \rightarrow 0.5$) reduz a taxa de conclusão em 25\%, mas quadruplicar ($0.2 \rightarrow 1.0$) reduz apenas 40\%, sugerindo efeitos de saturação. + \item \textbf{Gargalos identificados}: Os cruzamentos Cr2 e Cr5 funcionam como pontos de convergência, acumulando os maiores tamanhos de fila. + \item \textbf{Tempo de espera dominante}: Em carga intensa, 63\% do tempo no sistema é gasto em filas. +\end{enumerate} + +\subsection{Otimizações Testadas} + +\subsubsection{Configuração de Ciclos de Semáforos} + +Foram testadas diferentes configurações de temporização: + +\textbf{Ciclos Longos} (verde 60s, vermelho 5s): +\begin{itemize} + \item Maior vazão (throughput) por ciclo + \item Aumento significativo da espera para direções em vermelho + \item Adequado para tráfego unidirecional dominante +\end{itemize} + +\textbf{Ciclos Curtos} (verde 8-10s, vermelho 5s): +\begin{itemize} + \item Distribuição mais equitativa da capacidade + \item Redução da espera máxima + \item Perda de eficiência devido ao overhead de mudanças de estado +\end{itemize} + +\textbf{Ciclos Otimizados} (diferenciados por cruzamento): +\begin{itemize} + \item Cr2 e Cr5: verde 30-40s (pontos de convergência) + \item Cr1, Cr3, Cr4: verde 15-20s (tráfego distribuído) + \item Melhor compromisso entre throughput e equidade +\end{itemize} + +\subsubsection{Políticas de Encaminhamento} + +\textbf{Random}: Baseline - distribuição uniforme da carga mas sem otimização. + +\textbf{Shortest Path}: Minimiza latência individual mas pode criar hotspots nos caminhos mais curtos. + +\textbf{Least Congested}: Balanceamento dinâmico da carga, requer feedback em tempo real dos cruzamentos. Reduz congestionamento mas pode aumentar latência individual ao escolher caminhos mais longos. + +% ============================================================ +% DASHBOARD +% ============================================================ +\section{Dashboard} + +O sistema de monitorização foi implementado utilizando \textbf{JavaFX} para a interface gráfica, fornecendo visualização em tempo real do estado da simulação. + +\subsection{Características Principais} + +\subsubsection{Interface Gráfica} +\textbf{Estatísticas Globais}: Painel superior com métricas agregadas do sistema +\begin{itemize} + \item Veículos gerados vs. completados + \item Taxa de conclusão em tempo real + \item Throughput atual + \item Tempo médio no sistema +\end{itemize} + +\textbf{Tabelas Dinâmicas}: +\begin{itemize} + \item Estatísticas por tipo de veículo (Mota, Carro, Camião) + \item Métricas por interseção (Cr1-Cr5) + \item Tamanhos de fila por direção + \item Estados dos semáforos (cores indicativas) +\end{itemize} + +\textbf{Controlos de Simulação}: +\begin{itemize} + \item Botão \textbf{Start}: Inicia todos os processos distribuídos + \item Botão \textbf{Stop}: Termina a simulação graciosamente + \item Indicador de estado do sistema + \item Heartbeat visual para cada processo +\end{itemize} + +\subsubsection{Arquitetura de Concorrência} + +O \texttt{DashboardServer} utiliza: +\begin{itemize} + \item \textbf{Thread Pool} com 10 threads concorrentes para processar atualizações + \item \texttt{ConcurrentHashMap} para armazenamento thread-safe de métricas + \item \texttt{ScheduledExecutorService} para atualizações periódicas da UI (intervalo de 5 segundos) + \item \texttt{Platform.runLater()} para marshalling seguro de atualizações para a UI thread do JavaFX +\end{itemize} + +\subsubsection{Deteção de Falhas} + +O sistema implementa monitorização de saúde através de: +\begin{itemize} + \item \textbf{Heartbeats}: Cada processo envia sinais periódicos (intervalo configurável) + \item \textbf{Timeout de conexão}: Identifica processos não-responsivos + \item \textbf{Indicadores visuais}: Marcação a vermelho de nós com falhas + \item \textbf{Logs de eventos}: Registo de todas as anomalias detetadas +\end{itemize} + +\subsection{Análise em Batch} + +O sistema inclui uma ferramenta de análise estatística (\texttt{MultiRunAnalyzer}) que: +\begin{itemize} + \item Executa múltiplas simulações automaticamente + \item Calcula médias, medianas, desvios padrão e intervalos de confiança (95\%) + \item Gera relatórios em formato texto e CSV + \item Permite comparação entre diferentes configurações +\end{itemize} + +% ============================================================ +% CONCLUSÃO +% ============================================================ +\section{Conclusão} + +O trabalho desenvolvido demonstra a implementação bem-sucedida de um sistema distribuído para simulação de tráfego urbano, cumprindo os objetivos pedagógicos da unidade curricular. + +\subsection{Principais Conquistas} + +\begin{enumerate} + \item \textbf{Arquitetura Distribuída Robusta}: Implementação de comunicação assíncrona entre processos autónomos através de sockets TCP/IP, com serialização JSON garantindo interoperabilidade. + + \item \textbf{Modelo de Simulação Realista}: Utilização do modelo de eventos discretos (DES) com distribuição de Poisson para chegadas de veículos, aproximando-se de padrões de tráfego reais. + + \item \textbf{Escalabilidade Demonstrada}: O sistema mantém-se funcional desde tráfego leve ($\lambda=0.2$) até tráfego intenso ($\lambda=1.0$), embora com degradação expectável de desempenho em saturação. + + \item \textbf{Monitorização Abrangente}: Dashboard com visualização em tempo real e capacidade de análise estatística multi-execução, permitindo avaliação rigorosa do desempenho. + + \item \textbf{Políticas de Encaminhamento Adaptativas}: Implementação de três estratégias distintas (Random, Shortest Path, Least Congested) demonstrando flexibilidade arquitetural. +\end{enumerate} + +\subsection{Aprendizagens} + +\begin{itemize} + \item \textbf{Sincronização Distribuída}: Gestão da complexidade inerente à coordenação de múltiplos processos autónomos sem relógio global centralizado. + + \item \textbf{Concorrência e Thread-Safety}: Utilização apropriada de locks, estruturas de dados concorrentes e thread pools para garantir correção em ambiente multi-threaded. + + \item \textbf{Trade-offs de Desempenho}: Compreensão das relações não-lineares entre carga de entrada, throughput e latência, especialmente em aproximação à saturação. + + \item \textbf{Análise Quantitativa}: Aplicação de métodos estatísticos (intervalos de confiança, análise de variância) para avaliação rigorosa de sistemas estocásticos. +\end{itemize} + +\subsection{Limitações e Trabalho Futuro} + +\textbf{Limitações identificadas:} +\begin{itemize} + \item Rotas estáticas: Veículos não podem desviar-se em resposta a congestionamento dinâmico + \item Capacidade infinita de filas: Sistema não modela bloqueios físicos por falta de espaço + \item Ausência de prioridades: Todos os veículos são tratados igualmente (sem veículos de emergência) + \item Modelo de semáforos simplificado: Não considera fases de amarelo ou coordenação entre cruzamentos adjacentes +\end{itemize} + +\textbf{Melhorias propostas:} +\begin{enumerate} + \item Implementação de encaminhamento adaptativo baseado em aprendizagem por reforço + \item Modelação de capacidades finitas com backpressure entre cruzamentos + \item Coordenação de semáforos através de ``ondas verdes'' para corredores prioritários + \item Integração de eventos externos (acidentes, obras, eventos especiais) + \item Visualização 3D da malha viária com animação de veículos em movimento +\end{enumerate} + +\subsection{Conclusão Final} + +O projeto cumpre integralmente os requisitos da unidade curricular, demonstrando competências na conceção, implementação e avaliação de sistemas distribuídos. Os resultados quantitativos obtidos através das análises multi-execução fornecem insights valiosos sobre o comportamento do sistema sob diferentes condições de carga, validando a abordagem arquitetural adotada. + +A experiência adquirida na resolução de desafios de sincronização, gestão de concorrência e análise de desempenho constitui uma base sólida para o desenvolvimento de sistemas distribuídos de maior complexidade em contextos profissionais futuros. + +% ============================================================ +% BIBLIOGRAFIA +% ============================================================ +\begin{thebibliography}{9} + +\bibitem{tanenbaum2017} +Tanenbaum, A. S., \& Van Steen, M. (2017). +\textit{Distributed Systems: Principles and Paradigms} (3rd ed.). +Pearson. + +\bibitem{coulouris2011} +Coulouris, G., Dollimore, J., Kindberg, T., \& Blair, G. (2011). +\textit{Distributed Systems: Concepts and Design} (5th ed.). +Addison-Wesley. + +\bibitem{banks2009} +Banks, J., Carson, J. S., Nelson, B. L., \& Nicol, D. M. (2009). +\textit{Discrete-Event System Simulation} (5th ed.). +Pearson. + +\bibitem{oracle2024java} +Oracle. (2024). +\textit{Java Platform, Standard Edition Documentation} (Version 17). +\url{https://docs.oracle.com/en/java/javase/17/} + +\bibitem{goetz2006} +Goetz, B., Peierls, T., Bloch, J., Bowbeer, J., Holmes, D., \& Lea, D. (2006). +\textit{Java Concurrency in Practice}. +Addison-Wesley. + +\bibitem{oracle2024javafx} +Oracle. (2024). +\textit{JavaFX Documentation} (Version 17). +\url{https://openjfx.io/javadoc/17/} + +\bibitem{google2024gson} +Google. (2024). +\textit{Gson User Guide}. +\url{https://github.com/google/gson/blob/master/UserGuide.md} + +\bibitem{law2000} +Law, A. M., \& Kelton, W. D. (2000). +\textit{Simulation Modeling and Analysis} (3rd ed.). +McGraw-Hill. + +\end{thebibliography} + +\vspace{1cm} +\noindent\textbf{Nota:} Este relatório foi elaborado com base na análise do código-fonte do projeto e nos resultados experimentais obtidos através de múltiplas execuções da simulação. Todos os valores estatísticos apresentados foram extraídos dos ficheiros de análise gerados pelo sistema (\texttt{analysis/LOW\_LOAD\_*.txt}, \texttt{analysis/MEDIUM\_LOAD\_*.txt}, \texttt{analysis/HIGH\_LOAD\_*.txt}). + +\end{document} diff --git a/main/analysis/HIGH_LOAD_20251207-001113.csv b/main/analysis/HIGH_LOAD_20251207-001113.csv deleted file mode 100644 index 0e268bf..0000000 --- a/main/analysis/HIGH_LOAD_20251207-001113.csv +++ /dev/null @@ -1,6 +0,0 @@ -Execução,VeículosGerados,VeículosCompletados,TaxaConclusão,TempoMédioSistema,TempoMédioEspera,TempoMínimoSistema,TempoMáximoSistema -1,1784,877,49.16,64.58,61.43,32.29,129.16 -2,1782,363,20.37,53.77,51.01,26.88,107.53 -3,1786,883,49.44,53.09,50.08,26.54,106.17 -4,1845,179,9.70,63.92,60.27,31.96,127.84 -5,1872,953,50.91,65.41,62.16,32.70,130.81 diff --git a/main/analysis/HIGH_LOAD_20251207-001113.txt b/main/analysis/HIGH_LOAD_20251207-001113.txt deleted file mode 100644 index fb8a356..0000000 --- a/main/analysis/HIGH_LOAD_20251207-001113.txt +++ /dev/null @@ -1,215 +0,0 @@ -================================================================================ -ANÁLISE ESTATÍSTICA MULTI-EXECUÇÃO -================================================================================ -Configuração: simulation-high.properties -Número de Execuções: 5 -Data da Análise: 2025-12-07 00:11:13 - --------------------------------------------------------------------------------- -MÉTRICAS GLOBAIS --------------------------------------------------------------------------------- - -Veículos Gerados: - Média: 1813.80 Desvio Padrão: 41.93 - Mediana: 1786.00 IC 95%: [1754.13, 1873.47] - Mín: 1782.00 Máx: 1872.00 - -Veículos Completados: - Média: 651.00 Desvio Padrão: 354.20 - Mediana: 877.00 IC 95%: [146.96, 1155.04] - Mín: 179.00 Máx: 953.00 - -Taxa de Conclusão (%): - Média: 35.92 Desvio Padrão: 19.44 - Mediana: 49.16 IC 95%: [8.25, 63.58] - Mín: 9.70 Máx: 50.91 - -Tempo Médio no Sistema (segundos): - Média: 60.15 Desvio Padrão: 6.17 - Mediana: 63.92 IC 95%: [51.38, 68.93] - Mín: 53.09 Máx: 65.41 - -Tempo Médio de Espera (segundos): - Média: 56.99 Desvio Padrão: 5.93 - Mediana: 60.27 IC 95%: [48.55, 65.43] - Mín: 50.08 Máx: 62.16 - - --------------------------------------------------------------------------------- -ANÁLISE POR TIPO DE VEÍCULO --------------------------------------------------------------------------------- - ---- BIKE --- - Contagem de Veículos: - Média: 135.40 Desvio Padrão: 77.66 - Mediana: 167.00 IC 95%: [24.89, 245.91] - Mín: 37.00 Máx: 211.00 - - Tempo Médio no Sistema (segundos): Sem dados - - Tempo Médio de Espera (segundos): - Média: 55.15 Desvio Padrão: 12.01 - Mediana: 54.23 IC 95%: [38.07, 72.24] - Mín: 43.41 Máx: 74.99 - - ---- LIGHT --- - Contagem de Veículos: - Média: 395.00 Desvio Padrão: 207.62 - Mediana: 540.00 IC 95%: [99.55, 690.45] - Mín: 107.00 Máx: 548.00 - - Tempo Médio no Sistema (segundos): Sem dados - - Tempo Médio de Espera (segundos): - Média: 59.79 Desvio Padrão: 7.28 - Mediana: 61.58 IC 95%: [49.43, 70.15] - Mín: 50.81 Máx: 69.26 - - ---- HEAVY --- - Contagem de Veículos: - Média: 120.60 Desvio Padrão: 72.95 - Mediana: 142.00 IC 95%: [16.79, 224.41] - Mín: 35.00 Máx: 202.00 - - Tempo Médio no Sistema (segundos): Sem dados - - Tempo Médio de Espera (segundos): - Média: 49.20 Desvio Padrão: 8.62 - Mediana: 50.31 IC 95%: [36.94, 61.46] - Mín: 35.51 Máx: 58.20 - - --------------------------------------------------------------------------------- -ANÁLISE POR INTERSEÇÃO --------------------------------------------------------------------------------- - ---- Cr1 --- - Tamanho Máximo da Fila: - Média: 3.20 Desvio Padrão: 5.54 - Mediana: 1.00 IC 95%: [-4.68, 11.08] - Mín: 0.00 Máx: 13.00 - - Tamanho Médio da Fila: - Média: 3.20 Desvio Padrão: 5.54 - Mediana: 1.00 IC 95%: [-4.68, 11.08] - Mín: 0.00 Máx: 13.00 - - Veículos Processados: - Média: 378.40 Desvio Padrão: 252.94 - Mediana: 512.00 IC 95%: [18.46, 738.34] - Mín: 58.00 Máx: 600.00 - - ---- Cr2 --- - Tamanho Máximo da Fila: - Média: 0.60 Desvio Padrão: 1.34 - Mediana: 0.00 IC 95%: [-1.31, 2.51] - Mín: 0.00 Máx: 3.00 - - Tamanho Médio da Fila: - Média: 0.60 Desvio Padrão: 1.34 - Mediana: 0.00 IC 95%: [-1.31, 2.51] - Mín: 0.00 Máx: 3.00 - - Veículos Processados: - Média: 390.40 Desvio Padrão: 223.14 - Mediana: 409.00 IC 95%: [72.87, 707.93] - Mín: 59.00 Máx: 599.00 - - ---- Cr3 --- - Tamanho Máximo da Fila: - Média: 6.20 Desvio Padrão: 8.67 - Mediana: 0.00 IC 95%: [-6.14, 18.54] - Mín: 0.00 Máx: 18.00 - - Tamanho Médio da Fila: - Média: 6.20 Desvio Padrão: 8.67 - Mediana: 0.00 IC 95%: [-6.14, 18.54] - Mín: 0.00 Máx: 18.00 - - Veículos Processados: - Média: 339.00 Desvio Padrão: 239.34 - Mediana: 416.00 IC 95%: [-1.59, 679.59] - Mín: 57.00 Máx: 622.00 - - ---- Cr4 --- - Tamanho Máximo da Fila: - Média: 0.60 Desvio Padrão: 0.89 - Mediana: 0.00 IC 95%: [-0.67, 1.87] - Mín: 0.00 Máx: 2.00 - - Tamanho Médio da Fila: - Média: 0.60 Desvio Padrão: 0.89 - Mediana: 0.00 IC 95%: [-0.67, 1.87] - Mín: 0.00 Máx: 2.00 - - Veículos Processados: - Média: 123.40 Desvio Padrão: 116.13 - Mediana: 109.00 IC 95%: [-41.85, 288.65] - Mín: 21.00 Máx: 316.00 - - ---- Cr5 --- - Tamanho Máximo da Fila: - Média: 2.40 Desvio Padrão: 1.14 - Mediana: 2.00 IC 95%: [0.78, 4.02] - Mín: 1.00 Máx: 4.00 - - Tamanho Médio da Fila: - Média: 2.40 Desvio Padrão: 1.14 - Mediana: 2.00 IC 95%: [0.78, 4.02] - Mín: 1.00 Máx: 4.00 - - Veículos Processados: - Média: 200.80 Desvio Padrão: 114.19 - Mediana: 261.00 IC 95%: [38.31, 363.29] - Mín: 70.00 Máx: 305.00 - - ---- ExitNode --- - Tamanho Máximo da Fila: Sem dados - - Tamanho Médio da Fila: Sem dados - - Veículos Processados: - Média: 651.00 Desvio Padrão: 354.20 - Mediana: 877.00 IC 95%: [146.96, 1155.04] - Mín: 179.00 Máx: 953.00 - - --------------------------------------------------------------------------------- -RESUMOS INDIVIDUAIS DAS EXECUÇÕES --------------------------------------------------------------------------------- - -Execução #1 [simulation-high.properties]: - Gerados: 1784, Completados: 877 (49.2%) - Tempo Médio no Sistema: 64.58s - Tempo Médio de Espera: 61.43s - -Execução #2 [simulation-high.properties]: - Gerados: 1782, Completados: 363 (20.4%) - Tempo Médio no Sistema: 53.77s - Tempo Médio de Espera: 51.01s - -Execução #3 [simulation-high.properties]: - Gerados: 1786, Completados: 883 (49.4%) - Tempo Médio no Sistema: 53.09s - Tempo Médio de Espera: 50.08s - -Execução #4 [simulation-high.properties]: - Gerados: 1845, Completados: 179 (9.7%) - Tempo Médio no Sistema: 63.92s - Tempo Médio de Espera: 60.27s - -Execução #5 [simulation-high.properties]: - Gerados: 1872, Completados: 953 (50.9%) - Tempo Médio no Sistema: 65.41s - Tempo Médio de Espera: 62.16s - -================================================================================ -FIM DO RELATÓRIO -================================================================================ diff --git a/main/analysis/HIGH_LOAD_20251208-082040.csv b/main/analysis/HIGH_LOAD_20251208-082040.csv new file mode 100644 index 0000000..34b8d68 --- /dev/null +++ b/main/analysis/HIGH_LOAD_20251208-082040.csv @@ -0,0 +1,6 @@ +Execução,VeículosGerados,VeículosCompletados,TaxaConclusão,TempoMédioSistema,TempoMédioEspera,TempoMínimoSistema,TempoMáximoSistema +1,1836,348,18.95,75.91,72.28,37.96,151.82 +2,1728,663,38.37,52.10,49.52,26.05,104.21 +3,1747,539,30.85,116.39,112.54,58.19,232.78 +4,1769,149,8.42,89.64,85.89,44.82,179.29 +5,1827,1097,60.04,90.49,86.93,45.25,180.98 diff --git a/main/analysis/HIGH_LOAD_20251208-082040.txt b/main/analysis/HIGH_LOAD_20251208-082040.txt new file mode 100644 index 0000000..5a61b0b --- /dev/null +++ b/main/analysis/HIGH_LOAD_20251208-082040.txt @@ -0,0 +1,215 @@ +================================================================================ +ANÁLISE ESTATÍSTICA MULTI-EXECUÇÃO +================================================================================ +Configuração: simulation-high.properties +Número de Execuções: 5 +Data da Análise: 2025-12-08 08:20:40 + +-------------------------------------------------------------------------------- +MÉTRICAS GLOBAIS +-------------------------------------------------------------------------------- + +Veículos Gerados: + Média: 1781.40 Desvio Padrão: 48.09 + Mediana: 1769.00 IC 95%: [1712.97, 1849.83] + Mín: 1728.00 Máx: 1836.00 + +Veículos Completados: + Média: 559.20 Desvio Padrão: 358.22 + Mediana: 539.00 IC 95%: [49.44, 1068.96] + Mín: 149.00 Máx: 1097.00 + +Taxa de Conclusão (%): + Média: 31.33 Desvio Padrão: 19.70 + Mediana: 30.85 IC 95%: [3.30, 59.36] + Mín: 8.42 Máx: 60.04 + +Tempo Médio no Sistema (segundos): + Média: 84.91 Desvio Padrão: 23.46 + Mediana: 89.64 IC 95%: [51.52, 118.29] + Mín: 52.10 Máx: 116.39 + +Tempo Médio de Espera (segundos): + Média: 81.43 Desvio Padrão: 23.02 + Mediana: 85.89 IC 95%: [48.68, 114.19] + Mín: 49.52 Máx: 112.54 + + +-------------------------------------------------------------------------------- +ANÁLISE POR TIPO DE VEÍCULO +-------------------------------------------------------------------------------- + +--- BIKE --- + Contagem de Veículos: + Média: 111.60 Desvio Padrão: 69.43 + Mediana: 105.00 IC 95%: [12.80, 210.40] + Mín: 29.00 Máx: 215.00 + + Tempo Médio no Sistema (segundos): Sem dados + + Tempo Médio de Espera (segundos): + Média: 78.89 Desvio Padrão: 20.87 + Mediana: 89.97 IC 95%: [49.20, 108.59] + Mín: 49.27 Máx: 98.23 + + +--- LIGHT --- + Contagem de Veículos: + Média: 333.80 Desvio Padrão: 221.25 + Mediana: 332.00 IC 95%: [18.95, 648.65] + Mín: 90.00 Máx: 669.00 + + Tempo Médio no Sistema (segundos): Sem dados + + Tempo Médio de Espera (segundos): + Média: 83.83 Desvio Padrão: 24.74 + Mediana: 86.14 IC 95%: [48.63, 119.03] + Mín: 51.94 Máx: 120.26 + + +--- HEAVY --- + Contagem de Veículos: + Média: 113.80 Desvio Padrão: 68.36 + Mediana: 102.00 IC 95%: [16.53, 211.07] + Mín: 30.00 Máx: 213.00 + + Tempo Médio no Sistema (segundos): Sem dados + + Tempo Médio de Espera (segundos): + Média: 76.79 Desvio Padrão: 21.46 + Mediana: 81.20 IC 95%: [46.26, 107.33] + Mín: 43.10 Máx: 102.14 + + +-------------------------------------------------------------------------------- +ANÁLISE POR INTERSEÇÃO +-------------------------------------------------------------------------------- + +--- Cr1 --- + Tamanho Máximo da Fila: + Média: 0.20 Desvio Padrão: 0.45 + Mediana: 0.00 IC 95%: [-0.44, 0.84] + Mín: 0.00 Máx: 1.00 + + Tamanho Médio da Fila: + Média: 0.20 Desvio Padrão: 0.45 + Mediana: 0.00 IC 95%: [-0.44, 0.84] + Mín: 0.00 Máx: 1.00 + + Veículos Processados: + Média: 221.40 Desvio Padrão: 226.21 + Mediana: 128.00 IC 95%: [-100.50, 543.30] + Mín: 61.00 Máx: 616.00 + + +--- Cr2 --- + Tamanho Máximo da Fila: + Média: 3.60 Desvio Padrão: 5.90 + Mediana: 2.00 IC 95%: [-4.79, 11.99] + Mín: 0.00 Máx: 14.00 + + Tamanho Médio da Fila: + Média: 3.60 Desvio Padrão: 5.90 + Mediana: 2.00 IC 95%: [-4.79, 11.99] + Mín: 0.00 Máx: 14.00 + + Veículos Processados: + Média: 228.60 Desvio Padrão: 211.41 + Mediana: 126.00 IC 95%: [-72.24, 529.44] + Mín: 93.00 Máx: 593.00 + + +--- Cr3 --- + Tamanho Máximo da Fila: + Média: 1.20 Desvio Padrão: 2.68 + Mediana: 0.00 IC 95%: [-2.62, 5.02] + Mín: 0.00 Máx: 6.00 + + Tamanho Médio da Fila: + Média: 1.20 Desvio Padrão: 2.68 + Mediana: 0.00 IC 95%: [-2.62, 5.02] + Mín: 0.00 Máx: 6.00 + + Veículos Processados: + Média: 263.80 Desvio Padrão: 240.18 + Mediana: 128.00 IC 95%: [-77.98, 605.58] + Mín: 57.00 Máx: 604.00 + + +--- Cr4 --- + Tamanho Máximo da Fila: + Média: 0.60 Desvio Padrão: 0.89 + Mediana: 0.00 IC 95%: [-0.67, 1.87] + Mín: 0.00 Máx: 2.00 + + Tamanho Médio da Fila: + Média: 0.60 Desvio Padrão: 0.89 + Mediana: 0.00 IC 95%: [-0.67, 1.87] + Mín: 0.00 Máx: 2.00 + + Veículos Processados: + Média: 95.00 Desvio Padrão: 78.43 + Mediana: 62.00 IC 95%: [-16.60, 206.60] + Mín: 43.00 Máx: 231.00 + + +--- Cr5 --- + Tamanho Máximo da Fila: + Média: 2.80 Desvio Padrão: 3.63 + Mediana: 1.00 IC 95%: [-2.37, 7.97] + Mín: 0.00 Máx: 9.00 + + Tamanho Médio da Fila: + Média: 2.80 Desvio Padrão: 3.63 + Mediana: 1.00 IC 95%: [-2.37, 7.97] + Mín: 0.00 Máx: 9.00 + + Veículos Processados: + Média: 207.60 Desvio Padrão: 166.31 + Mediana: 139.00 IC 95%: [-29.06, 444.26] + Mín: 76.00 Máx: 493.00 + + +--- ExitNode --- + Tamanho Máximo da Fila: Sem dados + + Tamanho Médio da Fila: Sem dados + + Veículos Processados: + Média: 559.20 Desvio Padrão: 358.22 + Mediana: 539.00 IC 95%: [49.44, 1068.96] + Mín: 149.00 Máx: 1097.00 + + +-------------------------------------------------------------------------------- +RESUMOS INDIVIDUAIS DAS EXECUÇÕES +-------------------------------------------------------------------------------- + +Execução #1 [simulation-high.properties]: + Gerados: 1836, Completados: 348 (19.0%) + Tempo Médio no Sistema: 75.91s + Tempo Médio de Espera: 72.28s + +Execução #2 [simulation-high.properties]: + Gerados: 1728, Completados: 663 (38.4%) + Tempo Médio no Sistema: 52.10s + Tempo Médio de Espera: 49.52s + +Execução #3 [simulation-high.properties]: + Gerados: 1747, Completados: 539 (30.9%) + Tempo Médio no Sistema: 116.39s + Tempo Médio de Espera: 112.54s + +Execução #4 [simulation-high.properties]: + Gerados: 1769, Completados: 149 (8.4%) + Tempo Médio no Sistema: 89.64s + Tempo Médio de Espera: 85.89s + +Execução #5 [simulation-high.properties]: + Gerados: 1827, Completados: 1097 (60.0%) + Tempo Médio no Sistema: 90.49s + Tempo Médio de Espera: 86.93s + +================================================================================ +FIM DO RELATÓRIO +================================================================================ diff --git a/main/analysis/LOW_LOAD_20251207-000957.csv b/main/analysis/LOW_LOAD_20251207-000957.csv deleted file mode 100644 index 01d1b2c..0000000 --- a/main/analysis/LOW_LOAD_20251207-000957.csv +++ /dev/null @@ -1,6 +0,0 @@ -Execução,VeículosGerados,VeículosCompletados,TaxaConclusão,TempoMédioSistema,TempoMédioEspera,TempoMínimoSistema,TempoMáximoSistema -1,371,187,50.40,42.28,38.65,21.14,84.57 -2,361,263,72.85,29.15,25.29,14.57,58.30 -3,368,197,53.53,38.02,33.95,19.01,76.04 -4,350,239,68.29,32.38,28.36,16.19,64.75 -5,373,212,56.84,23.36,19.96,11.68,46.73 diff --git a/main/analysis/LOW_LOAD_20251207-000957.txt b/main/analysis/LOW_LOAD_20251207-000957.txt deleted file mode 100644 index 073c0fb..0000000 --- a/main/analysis/LOW_LOAD_20251207-000957.txt +++ /dev/null @@ -1,209 +0,0 @@ -================================================================================ -ANÁLISE ESTATÍSTICA MULTI-EXECUÇÃO -================================================================================ -Configuração: simulation-low.properties -Número de Execuções: 5 -Data da Análise: 2025-12-07 00:09:57 - --------------------------------------------------------------------------------- -MÉTRICAS GLOBAIS --------------------------------------------------------------------------------- - -Veículos Gerados: - Média: 364.60 Desvio Padrão: 9.34 - Mediana: 368.00 IC 95%: [351.30, 377.90] - Mín: 350.00 Máx: 373.00 - -Veículos Completados: - Média: 219.60 Desvio Padrão: 31.19 - Mediana: 212.00 IC 95%: [175.22, 263.98] - Mín: 187.00 Máx: 263.00 - -Taxa de Conclusão (%): - Média: 60.38 Desvio Padrão: 9.71 - Mediana: 56.84 IC 95%: [46.57, 74.20] - Mín: 50.40 Máx: 72.85 - -Tempo Médio no Sistema (segundos): - Média: 33.04 Desvio Padrão: 7.41 - Mediana: 32.38 IC 95%: [22.50, 43.58] - Mín: 23.36 Máx: 42.28 - -Tempo Médio de Espera (segundos): - Média: 29.24 Desvio Padrão: 7.30 - Mediana: 28.36 IC 95%: [18.85, 39.63] - Mín: 19.96 Máx: 38.65 - - --------------------------------------------------------------------------------- -ANÁLISE POR TIPO DE VEÍCULO --------------------------------------------------------------------------------- - ---- BIKE --- - Contagem de Veículos: - Média: 41.00 Desvio Padrão: 6.96 - Mediana: 43.00 IC 95%: [31.09, 50.91] - Mín: 33.00 Máx: 50.00 - - Tempo Médio no Sistema (segundos): Sem dados - - Tempo Médio de Espera (segundos): - Média: 25.91 Desvio Padrão: 3.91 - Mediana: 26.98 IC 95%: [20.35, 31.47] - Mín: 19.60 Máx: 30.06 - - ---- LIGHT --- - Contagem de Veículos: - Média: 134.00 Desvio Padrão: 24.07 - Mediana: 130.00 IC 95%: [99.74, 168.26] - Mín: 104.00 Máx: 167.00 - - Tempo Médio no Sistema (segundos): Sem dados - - Tempo Médio de Espera (segundos): - Média: 29.34 Desvio Padrão: 6.83 - Mediana: 27.89 IC 95%: [19.62, 39.06] - Mín: 20.73 Máx: 36.42 - - ---- HEAVY --- - Contagem de Veículos: - Média: 44.60 Desvio Padrão: 3.44 - Mediana: 46.00 IC 95%: [39.71, 49.49] - Mín: 40.00 Máx: 48.00 - - Tempo Médio no Sistema (segundos): Sem dados - - Tempo Médio de Espera (segundos): - Média: 32.11 Desvio Padrão: 15.90 - Mediana: 30.74 IC 95%: [9.48, 54.74] - Mín: 18.09 Máx: 58.73 - - --------------------------------------------------------------------------------- -ANÁLISE POR INTERSEÇÃO --------------------------------------------------------------------------------- - ---- Cr1 --- - Tamanho Máximo da Fila: - Média: 0.60 Desvio Padrão: 1.34 - Mediana: 0.00 IC 95%: [-1.31, 2.51] - Mín: 0.00 Máx: 3.00 - - Tamanho Médio da Fila: - Média: 0.60 Desvio Padrão: 1.34 - Mediana: 0.00 IC 95%: [-1.31, 2.51] - Mín: 0.00 Máx: 3.00 - - Veículos Processados: - Média: 63.80 Desvio Padrão: 17.25 - Mediana: 57.00 IC 95%: [39.25, 88.35] - Mín: 48.00 Máx: 91.00 - - ---- Cr2 --- - Tamanho Máximo da Fila: - Média: 0.80 Desvio Padrão: 1.79 - Mediana: 0.00 IC 95%: [-1.75, 3.35] - Mín: 0.00 Máx: 4.00 - - Tamanho Médio da Fila: - Média: 0.80 Desvio Padrão: 1.79 - Mediana: 0.00 IC 95%: [-1.75, 3.35] - Mín: 0.00 Máx: 4.00 - - Veículos Processados: - Média: 56.20 Desvio Padrão: 18.51 - Mediana: 50.00 IC 95%: [29.86, 82.54] - Mín: 35.00 Máx: 78.00 - - ---- Cr3 --- - Tamanho Máximo da Fila: - Média: 1.00 Desvio Padrão: 1.41 - Mediana: 0.00 IC 95%: [-1.01, 3.01] - Mín: 0.00 Máx: 3.00 - - Tamanho Médio da Fila: - Média: 1.00 Desvio Padrão: 1.41 - Mediana: 0.00 IC 95%: [-1.01, 3.01] - Mín: 0.00 Máx: 3.00 - - Veículos Processados: - Média: 63.20 Desvio Padrão: 23.97 - Mediana: 56.00 IC 95%: [29.09, 97.31] - Mín: 41.00 Máx: 104.00 - - ---- Cr4 --- - Tamanho Máximo da Fila: - Média: 1.80 Desvio Padrão: 2.49 - Mediana: 0.00 IC 95%: [-1.74, 5.34] - Mín: 0.00 Máx: 5.00 - - Tamanho Médio da Fila: - Média: 1.80 Desvio Padrão: 2.49 - Mediana: 0.00 IC 95%: [-1.74, 5.34] - Mín: 0.00 Máx: 5.00 - - Veículos Processados: - Média: 51.00 Desvio Padrão: 16.05 - Mediana: 53.00 IC 95%: [28.16, 73.84] - Mín: 31.00 Máx: 70.00 - - ---- Cr5 --- - Tamanho Máximo da Fila: Sem dados - - Tamanho Médio da Fila: Sem dados - - Veículos Processados: - Média: 86.60 Desvio Padrão: 34.20 - Mediana: 65.00 IC 95%: [37.94, 135.26] - Mín: 62.00 Máx: 139.00 - - ---- ExitNode --- - Tamanho Máximo da Fila: Sem dados - - Tamanho Médio da Fila: Sem dados - - Veículos Processados: - Média: 219.60 Desvio Padrão: 31.19 - Mediana: 212.00 IC 95%: [175.22, 263.98] - Mín: 187.00 Máx: 263.00 - - --------------------------------------------------------------------------------- -RESUMOS INDIVIDUAIS DAS EXECUÇÕES --------------------------------------------------------------------------------- - -Execução #1 [simulation-low.properties]: - Gerados: 371, Completados: 187 (50.4%) - Tempo Médio no Sistema: 42.28s - Tempo Médio de Espera: 38.65s - -Execução #2 [simulation-low.properties]: - Gerados: 361, Completados: 263 (72.9%) - Tempo Médio no Sistema: 29.15s - Tempo Médio de Espera: 25.29s - -Execução #3 [simulation-low.properties]: - Gerados: 368, Completados: 197 (53.5%) - Tempo Médio no Sistema: 38.02s - Tempo Médio de Espera: 33.95s - -Execução #4 [simulation-low.properties]: - Gerados: 350, Completados: 239 (68.3%) - Tempo Médio no Sistema: 32.38s - Tempo Médio de Espera: 28.36s - -Execução #5 [simulation-low.properties]: - Gerados: 373, Completados: 212 (56.8%) - Tempo Médio no Sistema: 23.36s - Tempo Médio de Espera: 19.96s - -================================================================================ -FIM DO RELATÓRIO -================================================================================ diff --git a/main/analysis/LOW_LOAD_20251208-081357.csv b/main/analysis/LOW_LOAD_20251208-081357.csv new file mode 100644 index 0000000..772a4cf --- /dev/null +++ b/main/analysis/LOW_LOAD_20251208-081357.csv @@ -0,0 +1,5 @@ +Execução,VeículosGerados,VeículosCompletados,TaxaConclusão,TempoMédioSistema,TempoMédioEspera,TempoMínimoSistema,TempoMáximoSistema +1,354,228,64.41,40.36,36.75,20.18,80.72 +2,373,261,69.97,40.61,36.87,20.30,81.21 +3,353,235,66.57,32.63,29.04,16.32,65.27 +4,350,269,76.86,37.39,33.42,18.70,74.78 diff --git a/main/analysis/LOW_LOAD_20251208-081357.txt b/main/analysis/LOW_LOAD_20251208-081357.txt new file mode 100644 index 0000000..bfbea27 --- /dev/null +++ b/main/analysis/LOW_LOAD_20251208-081357.txt @@ -0,0 +1,204 @@ +================================================================================ +ANÁLISE ESTATÍSTICA MULTI-EXECUÇÃO +================================================================================ +Configuração: simulation-low.properties +Número de Execuções: 4 +Data da Análise: 2025-12-08 08:13:57 + +-------------------------------------------------------------------------------- +MÉTRICAS GLOBAIS +-------------------------------------------------------------------------------- + +Veículos Gerados: + Média: 357.50 Desvio Padrão: 10.47 + Mediana: 353.50 IC 95%: [340.84, 374.16] + Mín: 350.00 Máx: 373.00 + +Veículos Completados: + Média: 248.25 Desvio Padrão: 19.82 + Mediana: 248.00 IC 95%: [216.71, 279.79] + Mín: 228.00 Máx: 269.00 + +Taxa de Conclusão (%): + Média: 69.45 Desvio Padrão: 5.44 + Mediana: 68.27 IC 95%: [60.79, 78.11] + Mín: 64.41 Máx: 76.86 + +Tempo Médio no Sistema (segundos): + Média: 37.75 Desvio Padrão: 3.71 + Mediana: 38.87 IC 95%: [31.85, 43.65] + Mín: 32.63 Máx: 40.61 + +Tempo Médio de Espera (segundos): + Média: 34.02 Desvio Padrão: 3.68 + Mediana: 35.08 IC 95%: [28.16, 39.88] + Mín: 29.04 Máx: 36.87 + + +-------------------------------------------------------------------------------- +ANÁLISE POR TIPO DE VEÍCULO +-------------------------------------------------------------------------------- + +--- BIKE --- + Contagem de Veículos: + Média: 52.25 Desvio Padrão: 8.58 + Mediana: 54.50 IC 95%: [38.60, 65.90] + Mín: 40.00 Máx: 60.00 + + Tempo Médio no Sistema (segundos): Sem dados + + Tempo Médio de Espera (segundos): + Média: 43.39 Desvio Padrão: 19.65 + Mediana: 39.45 IC 95%: [12.12, 74.65] + Mín: 25.04 Máx: 69.63 + + +--- LIGHT --- + Contagem de Veículos: + Média: 151.25 Desvio Padrão: 8.34 + Mediana: 152.50 IC 95%: [137.98, 164.52] + Mín: 141.00 Máx: 159.00 + + Tempo Médio no Sistema (segundos): Sem dados + + Tempo Médio de Espera (segundos): + Média: 28.92 Desvio Padrão: 5.34 + Mediana: 28.76 IC 95%: [20.43, 37.42] + Mín: 23.35 Máx: 34.82 + + +--- HEAVY --- + Contagem de Veículos: + Média: 44.75 Desvio Padrão: 6.29 + Mediana: 44.00 IC 95%: [34.74, 54.76] + Mín: 39.00 Máx: 52.00 + + Tempo Médio no Sistema (segundos): Sem dados + + Tempo Médio de Espera (segundos): + Média: 43.02 Desvio Padrão: 13.73 + Mediana: 47.91 IC 95%: [21.18, 64.86] + Mín: 22.83 Máx: 53.43 + + +-------------------------------------------------------------------------------- +ANÁLISE POR INTERSEÇÃO +-------------------------------------------------------------------------------- + +--- Cr1 --- + Tamanho Máximo da Fila: + Média: 0.25 Desvio Padrão: 0.50 + Mediana: 0.00 IC 95%: [-0.55, 1.05] + Mín: 0.00 Máx: 1.00 + + Tamanho Médio da Fila: + Média: 0.25 Desvio Padrão: 0.50 + Mediana: 0.00 IC 95%: [-0.55, 1.05] + Mín: 0.00 Máx: 1.00 + + Veículos Processados: + Média: 105.50 Desvio Padrão: 10.66 + Mediana: 103.50 IC 95%: [88.54, 122.46] + Mín: 95.00 Máx: 120.00 + + +--- Cr2 --- + Tamanho Máximo da Fila: + Média: 1.75 Desvio Padrão: 2.87 + Mediana: 0.50 IC 95%: [-2.82, 6.32] + Mín: 0.00 Máx: 6.00 + + Tamanho Médio da Fila: + Média: 1.75 Desvio Padrão: 2.87 + Mediana: 0.50 IC 95%: [-2.82, 6.32] + Mín: 0.00 Máx: 6.00 + + Veículos Processados: + Média: 119.00 Desvio Padrão: 11.17 + Mediana: 122.50 IC 95%: [101.24, 136.76] + Mín: 103.00 Máx: 128.00 + + +--- Cr3 --- + Tamanho Máximo da Fila: Sem dados + + Tamanho Médio da Fila: Sem dados + + Veículos Processados: + Média: 114.75 Desvio Padrão: 15.88 + Mediana: 119.00 IC 95%: [89.48, 140.02] + Mín: 93.00 Máx: 128.00 + + +--- Cr4 --- + Tamanho Máximo da Fila: + Média: 1.25 Desvio Padrão: 0.50 + Mediana: 1.00 IC 95%: [0.45, 2.05] + Mín: 1.00 Máx: 2.00 + + Tamanho Médio da Fila: + Média: 1.25 Desvio Padrão: 0.50 + Mediana: 1.00 IC 95%: [0.45, 2.05] + Mín: 1.00 Máx: 2.00 + + Veículos Processados: + Média: 63.00 Desvio Padrão: 11.75 + Mediana: 62.00 IC 95%: [44.31, 81.69] + Mín: 50.00 Máx: 78.00 + + +--- Cr5 --- + Tamanho Máximo da Fila: + Média: 4.50 Desvio Padrão: 2.89 + Mediana: 4.50 IC 95%: [-0.09, 9.09] + Mín: 1.00 Máx: 8.00 + + Tamanho Médio da Fila: + Média: 4.50 Desvio Padrão: 2.89 + Mediana: 4.50 IC 95%: [-0.09, 9.09] + Mín: 1.00 Máx: 8.00 + + Veículos Processados: + Média: 123.00 Desvio Padrão: 24.18 + Mediana: 116.50 IC 95%: [84.53, 161.47] + Mín: 103.00 Máx: 156.00 + + +--- ExitNode --- + Tamanho Máximo da Fila: Sem dados + + Tamanho Médio da Fila: Sem dados + + Veículos Processados: + Média: 248.25 Desvio Padrão: 19.82 + Mediana: 248.00 IC 95%: [216.71, 279.79] + Mín: 228.00 Máx: 269.00 + + +-------------------------------------------------------------------------------- +RESUMOS INDIVIDUAIS DAS EXECUÇÕES +-------------------------------------------------------------------------------- + +Execução #1 [simulation-low.properties]: + Gerados: 354, Completados: 228 (64.4%) + Tempo Médio no Sistema: 40.36s + Tempo Médio de Espera: 36.75s + +Execução #2 [simulation-low.properties]: + Gerados: 373, Completados: 261 (70.0%) + Tempo Médio no Sistema: 40.61s + Tempo Médio de Espera: 36.87s + +Execução #3 [simulation-low.properties]: + Gerados: 353, Completados: 235 (66.6%) + Tempo Médio no Sistema: 32.63s + Tempo Médio de Espera: 29.04s + +Execução #4 [simulation-low.properties]: + Gerados: 350, Completados: 269 (76.9%) + Tempo Médio no Sistema: 37.39s + Tempo Médio de Espera: 33.42s + +================================================================================ +FIM DO RELATÓRIO +================================================================================ diff --git a/main/analysis/LOW_LOAD_20251208-081933.csv b/main/analysis/LOW_LOAD_20251208-081933.csv new file mode 100644 index 0000000..02a5b75 --- /dev/null +++ b/main/analysis/LOW_LOAD_20251208-081933.csv @@ -0,0 +1,6 @@ +Execução,VeículosGerados,VeículosCompletados,TaxaConclusão,TempoMédioSistema,TempoMédioEspera,TempoMínimoSistema,TempoMáximoSistema +1,368,329,89.40,78.34,74.19,39.17,156.67 +2,368,218,59.24,60.44,56.64,30.22,120.89 +3,349,235,67.34,53.51,49.44,26.76,107.03 +4,332,243,73.19,69.63,65.50,34.82,139.27 +5,322,221,68.63,47.52,43.77,23.76,95.05 diff --git a/main/analysis/LOW_LOAD_20251208-081933.txt b/main/analysis/LOW_LOAD_20251208-081933.txt new file mode 100644 index 0000000..2829057 --- /dev/null +++ b/main/analysis/LOW_LOAD_20251208-081933.txt @@ -0,0 +1,215 @@ +================================================================================ +ANÁLISE ESTATÍSTICA MULTI-EXECUÇÃO +================================================================================ +Configuração: simulation-low.properties +Número de Execuções: 5 +Data da Análise: 2025-12-08 08:19:33 + +-------------------------------------------------------------------------------- +MÉTRICAS GLOBAIS +-------------------------------------------------------------------------------- + +Veículos Gerados: + Média: 347.80 Desvio Padrão: 20.81 + Mediana: 349.00 IC 95%: [318.18, 377.42] + Mín: 322.00 Máx: 368.00 + +Veículos Completados: + Média: 249.20 Desvio Padrão: 45.76 + Mediana: 235.00 IC 95%: [184.08, 314.32] + Mín: 218.00 Máx: 329.00 + +Taxa de Conclusão (%): + Média: 71.56 Desvio Padrão: 11.17 + Mediana: 68.63 IC 95%: [55.66, 87.46] + Mín: 59.24 Máx: 89.40 + +Tempo Médio no Sistema (segundos): + Média: 61.89 Desvio Padrão: 12.34 + Mediana: 60.44 IC 95%: [44.33, 79.45] + Mín: 47.52 Máx: 78.34 + +Tempo Médio de Espera (segundos): + Média: 57.91 Desvio Padrão: 12.21 + Mediana: 56.64 IC 95%: [40.54, 75.28] + Mín: 43.77 Máx: 74.19 + + +-------------------------------------------------------------------------------- +ANÁLISE POR TIPO DE VEÍCULO +-------------------------------------------------------------------------------- + +--- BIKE --- + Contagem de Veículos: + Média: 48.20 Desvio Padrão: 12.38 + Mediana: 47.00 IC 95%: [30.59, 65.81] + Mín: 36.00 Máx: 68.00 + + Tempo Médio no Sistema (segundos): Sem dados + + Tempo Médio de Espera (segundos): + Média: 51.22 Desvio Padrão: 16.62 + Mediana: 46.02 IC 95%: [27.56, 74.87] + Mín: 40.06 Máx: 80.31 + + +--- LIGHT --- + Contagem de Veículos: + Média: 151.00 Desvio Padrão: 22.64 + Mediana: 146.00 IC 95%: [118.78, 183.22] + Mín: 133.00 Máx: 189.00 + + Tempo Médio no Sistema (segundos): Sem dados + + Tempo Médio de Espera (segundos): + Média: 58.33 Desvio Padrão: 11.58 + Mediana: 53.58 IC 95%: [41.85, 74.80] + Mín: 45.31 Máx: 74.17 + + +--- HEAVY --- + Contagem de Veículos: + Média: 50.00 Desvio Padrão: 13.77 + Mediana: 47.00 IC 95%: [30.41, 69.59] + Mín: 35.00 Máx: 72.00 + + Tempo Médio no Sistema (segundos): Sem dados + + Tempo Médio de Espera (segundos): + Média: 60.73 Desvio Padrão: 34.92 + Mediana: 44.79 IC 95%: [11.04, 110.42] + Mín: 40.26 Máx: 122.51 + + +-------------------------------------------------------------------------------- +ANÁLISE POR INTERSEÇÃO +-------------------------------------------------------------------------------- + +--- Cr1 --- + Tamanho Máximo da Fila: + Média: 5.00 Desvio Padrão: 4.47 + Mediana: 4.00 IC 95%: [-1.36, 11.36] + Mín: 0.00 Máx: 12.00 + + Tamanho Médio da Fila: + Média: 5.00 Desvio Padrão: 4.47 + Mediana: 4.00 IC 95%: [-1.36, 11.36] + Mín: 0.00 Máx: 12.00 + + Veículos Processados: + Média: 87.00 Desvio Padrão: 29.01 + Mediana: 93.00 IC 95%: [45.72, 128.28] + Mín: 56.00 Máx: 123.00 + + +--- Cr2 --- + Tamanho Máximo da Fila: + Média: 0.20 Desvio Padrão: 0.45 + Mediana: 0.00 IC 95%: [-0.44, 0.84] + Mín: 0.00 Máx: 1.00 + + Tamanho Médio da Fila: + Média: 0.20 Desvio Padrão: 0.45 + Mediana: 0.00 IC 95%: [-0.44, 0.84] + Mín: 0.00 Máx: 1.00 + + Veículos Processados: + Média: 95.20 Desvio Padrão: 24.86 + Mediana: 100.00 IC 95%: [59.82, 130.58] + Mín: 61.00 Máx: 125.00 + + +--- Cr3 --- + Tamanho Máximo da Fila: + Média: 0.20 Desvio Padrão: 0.45 + Mediana: 0.00 IC 95%: [-0.44, 0.84] + Mín: 0.00 Máx: 1.00 + + Tamanho Médio da Fila: + Média: 0.20 Desvio Padrão: 0.45 + Mediana: 0.00 IC 95%: [-0.44, 0.84] + Mín: 0.00 Máx: 1.00 + + Veículos Processados: + Média: 91.40 Desvio Padrão: 28.68 + Mediana: 103.00 IC 95%: [50.58, 132.22] + Mín: 56.00 Máx: 126.00 + + +--- Cr4 --- + Tamanho Máximo da Fila: + Média: 0.80 Desvio Padrão: 0.84 + Mediana: 1.00 IC 95%: [-0.39, 1.99] + Mín: 0.00 Máx: 2.00 + + Tamanho Médio da Fila: + Média: 0.80 Desvio Padrão: 0.84 + Mediana: 1.00 IC 95%: [-0.39, 1.99] + Mín: 0.00 Máx: 2.00 + + Veículos Processados: + Média: 63.00 Desvio Padrão: 21.11 + Mediana: 62.00 IC 95%: [32.96, 93.04] + Mín: 38.00 Máx: 87.00 + + +--- Cr5 --- + Tamanho Máximo da Fila: + Média: 2.20 Desvio Padrão: 2.59 + Mediana: 1.00 IC 95%: [-1.48, 5.88] + Mín: 0.00 Máx: 5.00 + + Tamanho Médio da Fila: + Média: 2.20 Desvio Padrão: 2.59 + Mediana: 1.00 IC 95%: [-1.48, 5.88] + Mín: 0.00 Máx: 5.00 + + Veículos Processados: + Média: 126.40 Desvio Padrão: 45.39 + Mediana: 111.00 IC 95%: [61.81, 190.99] + Mín: 86.00 Máx: 203.00 + + +--- ExitNode --- + Tamanho Máximo da Fila: Sem dados + + Tamanho Médio da Fila: Sem dados + + Veículos Processados: + Média: 249.20 Desvio Padrão: 45.76 + Mediana: 235.00 IC 95%: [184.08, 314.32] + Mín: 218.00 Máx: 329.00 + + +-------------------------------------------------------------------------------- +RESUMOS INDIVIDUAIS DAS EXECUÇÕES +-------------------------------------------------------------------------------- + +Execução #1 [simulation-low.properties]: + Gerados: 368, Completados: 329 (89.4%) + Tempo Médio no Sistema: 78.34s + Tempo Médio de Espera: 74.19s + +Execução #2 [simulation-low.properties]: + Gerados: 368, Completados: 218 (59.2%) + Tempo Médio no Sistema: 60.44s + Tempo Médio de Espera: 56.64s + +Execução #3 [simulation-low.properties]: + Gerados: 349, Completados: 235 (67.3%) + Tempo Médio no Sistema: 53.51s + Tempo Médio de Espera: 49.44s + +Execução #4 [simulation-low.properties]: + Gerados: 332, Completados: 243 (73.2%) + Tempo Médio no Sistema: 69.63s + Tempo Médio de Espera: 65.50s + +Execução #5 [simulation-low.properties]: + Gerados: 322, Completados: 221 (68.6%) + Tempo Médio no Sistema: 47.52s + Tempo Médio de Espera: 43.77s + +================================================================================ +FIM DO RELATÓRIO +================================================================================ diff --git a/main/analysis/MEDIUM_LOAD_20251207-001034.csv b/main/analysis/MEDIUM_LOAD_20251207-001034.csv deleted file mode 100644 index 50a86c8..0000000 --- a/main/analysis/MEDIUM_LOAD_20251207-001034.csv +++ /dev/null @@ -1,6 +0,0 @@ -Execução,VeículosGerados,VeículosCompletados,TaxaConclusão,TempoMédioSistema,TempoMédioEspera,TempoMínimoSistema,TempoMáximoSistema -1,950,416,43.79,49.34,45.70,24.67,98.68 -2,886,480,54.18,35.08,31.69,17.54,70.16 -3,954,535,56.08,43.76,40.30,21.88,87.51 -4,948,354,37.34,41.68,37.96,20.84,83.37 -5,898,312,34.74,52.56,49.26,26.28,105.13 diff --git a/main/analysis/MEDIUM_LOAD_20251207-001034.txt b/main/analysis/MEDIUM_LOAD_20251207-001034.txt deleted file mode 100644 index 3b57656..0000000 --- a/main/analysis/MEDIUM_LOAD_20251207-001034.txt +++ /dev/null @@ -1,203 +0,0 @@ -================================================================================ -ANÁLISE ESTATÍSTICA MULTI-EXECUÇÃO -================================================================================ -Configuração: simulation-medium.properties -Número de Execuções: 5 -Data da Análise: 2025-12-07 00:10:34 - --------------------------------------------------------------------------------- -MÉTRICAS GLOBAIS --------------------------------------------------------------------------------- - -Veículos Gerados: - Média: 927.20 Desvio Padrão: 32.48 - Mediana: 948.00 IC 95%: [880.97, 973.43] - Mín: 886.00 Máx: 954.00 - -Veículos Completados: - Média: 419.40 Desvio Padrão: 90.64 - Mediana: 416.00 IC 95%: [290.42, 548.38] - Mín: 312.00 Máx: 535.00 - -Taxa de Conclusão (%): - Média: 45.23 Desvio Padrão: 9.64 - Mediana: 43.79 IC 95%: [31.50, 58.95] - Mín: 34.74 Máx: 56.08 - -Tempo Médio no Sistema (segundos): - Média: 44.48 Desvio Padrão: 6.81 - Mediana: 43.76 IC 95%: [34.79, 54.18] - Mín: 35.08 Máx: 52.56 - -Tempo Médio de Espera (segundos): - Média: 40.98 Desvio Padrão: 6.83 - Mediana: 40.30 IC 95%: [31.26, 50.71] - Mín: 31.69 Máx: 49.26 - - --------------------------------------------------------------------------------- -ANÁLISE POR TIPO DE VEÍCULO --------------------------------------------------------------------------------- - ---- BIKE --- - Contagem de Veículos: - Média: 75.80 Desvio Padrão: 15.96 - Mediana: 71.00 IC 95%: [53.09, 98.51] - Mín: 56.00 Máx: 95.00 - - Tempo Médio no Sistema (segundos): Sem dados - - Tempo Médio de Espera (segundos): - Média: 42.34 Desvio Padrão: 10.81 - Mediana: 39.70 IC 95%: [26.96, 57.72] - Mín: 31.96 Máx: 55.19 - - ---- LIGHT --- - Contagem de Veículos: - Média: 263.20 Desvio Padrão: 58.29 - Mediana: 265.00 IC 95%: [180.25, 346.15] - Mín: 204.00 Máx: 344.00 - - Tempo Médio no Sistema (segundos): Sem dados - - Tempo Médio de Espera (segundos): - Média: 39.13 Desvio Padrão: 6.35 - Mediana: 38.08 IC 95%: [30.09, 48.17] - Mín: 30.47 Máx: 47.99 - - ---- HEAVY --- - Contagem de Veículos: - Média: 80.40 Desvio Padrão: 19.11 - Mediana: 80.00 IC 95%: [53.20, 107.60] - Mín: 52.00 Máx: 102.00 - - Tempo Médio no Sistema (segundos): Sem dados - - Tempo Médio de Espera (segundos): - Média: 48.02 Desvio Padrão: 30.99 - Mediana: 34.44 IC 95%: [3.92, 92.11] - Mín: 32.46 Máx: 103.40 - - --------------------------------------------------------------------------------- -ANÁLISE POR INTERSEÇÃO --------------------------------------------------------------------------------- - ---- Cr1 --- - Tamanho Máximo da Fila: - Média: 5.60 Desvio Padrão: 11.44 - Mediana: 0.00 IC 95%: [-10.67, 21.87] - Mín: 0.00 Máx: 26.00 - - Tamanho Médio da Fila: - Média: 5.60 Desvio Padrão: 11.44 - Mediana: 0.00 IC 95%: [-10.67, 21.87] - Mín: 0.00 Máx: 26.00 - - Veículos Processados: - Média: 156.00 Desvio Padrão: 122.81 - Mediana: 98.00 IC 95%: [-18.76, 330.76] - Mín: 35.00 Máx: 306.00 - - ---- Cr2 --- - Tamanho Máximo da Fila: Sem dados - - Tamanho Médio da Fila: Sem dados - - Veículos Processados: - Média: 172.00 Desvio Padrão: 121.88 - Mediana: 116.00 IC 95%: [-1.44, 345.44] - Mín: 66.00 Máx: 322.00 - - ---- Cr3 --- - Tamanho Máximo da Fila: - Média: 0.60 Desvio Padrão: 1.34 - Mediana: 0.00 IC 95%: [-1.31, 2.51] - Mín: 0.00 Máx: 3.00 - - Tamanho Médio da Fila: - Média: 0.60 Desvio Padrão: 1.34 - Mediana: 0.00 IC 95%: [-1.31, 2.51] - Mín: 0.00 Máx: 3.00 - - Veículos Processados: - Média: 168.40 Desvio Padrão: 133.38 - Mediana: 121.00 IC 95%: [-21.40, 358.20] - Mín: 48.00 Máx: 326.00 - - ---- Cr4 --- - Tamanho Máximo da Fila: Sem dados - - Tamanho Médio da Fila: Sem dados - - Veículos Processados: - Média: 71.80 Desvio Padrão: 20.39 - Mediana: 77.00 IC 95%: [42.79, 100.81] - Mín: 38.00 Máx: 92.00 - - ---- Cr5 --- - Tamanho Máximo da Fila: - Média: 3.60 Desvio Padrão: 3.85 - Mediana: 2.00 IC 95%: [-1.87, 9.07] - Mín: 0.00 Máx: 10.00 - - Tamanho Médio da Fila: - Média: 3.60 Desvio Padrão: 3.85 - Mediana: 2.00 IC 95%: [-1.87, 9.07] - Mín: 0.00 Máx: 10.00 - - Veículos Processados: - Média: 150.60 Desvio Padrão: 43.37 - Mediana: 126.00 IC 95%: [88.88, 212.32] - Mín: 116.00 Máx: 209.00 - - ---- ExitNode --- - Tamanho Máximo da Fila: Sem dados - - Tamanho Médio da Fila: Sem dados - - Veículos Processados: - Média: 419.40 Desvio Padrão: 90.64 - Mediana: 416.00 IC 95%: [290.42, 548.38] - Mín: 312.00 Máx: 535.00 - - --------------------------------------------------------------------------------- -RESUMOS INDIVIDUAIS DAS EXECUÇÕES --------------------------------------------------------------------------------- - -Execução #1 [simulation-medium.properties]: - Gerados: 950, Completados: 416 (43.8%) - Tempo Médio no Sistema: 49.34s - Tempo Médio de Espera: 45.70s - -Execução #2 [simulation-medium.properties]: - Gerados: 886, Completados: 480 (54.2%) - Tempo Médio no Sistema: 35.08s - Tempo Médio de Espera: 31.69s - -Execução #3 [simulation-medium.properties]: - Gerados: 954, Completados: 535 (56.1%) - Tempo Médio no Sistema: 43.76s - Tempo Médio de Espera: 40.30s - -Execução #4 [simulation-medium.properties]: - Gerados: 948, Completados: 354 (37.3%) - Tempo Médio no Sistema: 41.68s - Tempo Médio de Espera: 37.96s - -Execução #5 [simulation-medium.properties]: - Gerados: 898, Completados: 312 (34.7%) - Tempo Médio no Sistema: 52.56s - Tempo Médio de Espera: 49.26s - -================================================================================ -FIM DO RELATÓRIO -================================================================================ diff --git a/main/analysis/MEDIUM_LOAD_20251208-082005.csv b/main/analysis/MEDIUM_LOAD_20251208-082005.csv new file mode 100644 index 0000000..fe5d5a3 --- /dev/null +++ b/main/analysis/MEDIUM_LOAD_20251208-082005.csv @@ -0,0 +1,6 @@ +Execução,VeículosGerados,VeículosCompletados,TaxaConclusão,TempoMédioSistema,TempoMédioEspera,TempoMínimoSistema,TempoMáximoSistema +1,891,202,22.67,69.75,66.09,34.87,139.50 +2,871,340,39.04,68.73,64.73,34.37,137.46 +3,953,541,56.77,68.64,65.24,34.32,137.28 +4,888,501,56.42,60.85,57.48,30.42,121.69 +5,869,387,44.53,58.29,55.37,29.15,116.58 diff --git a/main/analysis/MEDIUM_LOAD_20251208-082005.txt b/main/analysis/MEDIUM_LOAD_20251208-082005.txt new file mode 100644 index 0000000..f817db4 --- /dev/null +++ b/main/analysis/MEDIUM_LOAD_20251208-082005.txt @@ -0,0 +1,209 @@ +================================================================================ +ANÁLISE ESTATÍSTICA MULTI-EXECUÇÃO +================================================================================ +Configuração: simulation-medium.properties +Número de Execuções: 5 +Data da Análise: 2025-12-08 08:20:05 + +-------------------------------------------------------------------------------- +MÉTRICAS GLOBAIS +-------------------------------------------------------------------------------- + +Veículos Gerados: + Média: 894.40 Desvio Padrão: 34.20 + Mediana: 888.00 IC 95%: [845.73, 943.07] + Mín: 869.00 Máx: 953.00 + +Veículos Completados: + Média: 394.20 Desvio Padrão: 134.99 + Mediana: 387.00 IC 95%: [202.11, 586.29] + Mín: 202.00 Máx: 541.00 + +Taxa de Conclusão (%): + Média: 43.89 Desvio Padrão: 14.12 + Mediana: 44.53 IC 95%: [23.80, 63.97] + Mín: 22.67 Máx: 56.77 + +Tempo Médio no Sistema (segundos): + Média: 65.25 Desvio Padrão: 5.28 + Mediana: 68.64 IC 95%: [57.73, 72.77] + Mín: 58.29 Máx: 69.75 + +Tempo Médio de Espera (segundos): + Média: 61.78 Desvio Padrão: 4.97 + Mediana: 64.73 IC 95%: [54.71, 68.86] + Mín: 55.37 Máx: 66.09 + + +-------------------------------------------------------------------------------- +ANÁLISE POR TIPO DE VEÍCULO +-------------------------------------------------------------------------------- + +--- BIKE --- + Contagem de Veículos: + Média: 83.60 Desvio Padrão: 28.80 + Mediana: 88.00 IC 95%: [42.62, 124.58] + Mín: 42.00 Máx: 112.00 + + Tempo Médio no Sistema (segundos): Sem dados + + Tempo Médio de Espera (segundos): + Média: 64.62 Desvio Padrão: 9.80 + Mediana: 65.07 IC 95%: [50.67, 78.57] + Mín: 53.82 Máx: 77.73 + + +--- LIGHT --- + Contagem de Veículos: + Média: 234.80 Desvio Padrão: 86.82 + Mediana: 221.00 IC 95%: [111.26, 358.34] + Mín: 119.00 Máx: 328.00 + + Tempo Médio no Sistema (segundos): Sem dados + + Tempo Médio de Espera (segundos): + Média: 60.49 Desvio Padrão: 4.15 + Mediana: 61.41 IC 95%: [54.58, 66.39] + Mín: 53.78 Máx: 65.19 + + +--- HEAVY --- + Contagem de Veículos: + Média: 75.80 Desvio Padrão: 21.70 + Mediana: 78.00 IC 95%: [44.93, 106.67] + Mín: 41.00 Máx: 101.00 + + Tempo Médio no Sistema (segundos): Sem dados + + Tempo Médio de Espera (segundos): + Média: 62.90 Desvio Padrão: 13.27 + Mediana: 63.80 IC 95%: [44.01, 81.79] + Mín: 42.19 Máx: 78.56 + + +-------------------------------------------------------------------------------- +ANÁLISE POR INTERSEÇÃO +-------------------------------------------------------------------------------- + +--- Cr1 --- + Tamanho Máximo da Fila: + Média: 2.00 Desvio Padrão: 2.55 + Mediana: 1.00 IC 95%: [-1.63, 5.63] + Mín: 0.00 Máx: 6.00 + + Tamanho Médio da Fila: + Média: 2.00 Desvio Padrão: 2.55 + Mediana: 1.00 IC 95%: [-1.63, 5.63] + Mín: 0.00 Máx: 6.00 + + Veículos Processados: + Média: 106.20 Desvio Padrão: 62.26 + Mediana: 72.00 IC 95%: [17.60, 194.80] + Mín: 56.00 Máx: 208.00 + + +--- Cr2 --- + Tamanho Máximo da Fila: + Média: 1.40 Desvio Padrão: 3.13 + Mediana: 0.00 IC 95%: [-3.05, 5.85] + Mín: 0.00 Máx: 7.00 + + Tamanho Médio da Fila: + Média: 1.40 Desvio Padrão: 3.13 + Mediana: 0.00 IC 95%: [-3.05, 5.85] + Mín: 0.00 Máx: 7.00 + + Veículos Processados: + Média: 123.60 Desvio Padrão: 90.00 + Mediana: 102.00 IC 95%: [-4.47, 251.67] + Mín: 49.00 Máx: 275.00 + + +--- Cr3 --- + Tamanho Máximo da Fila: + Média: 0.20 Desvio Padrão: 0.45 + Mediana: 0.00 IC 95%: [-0.44, 0.84] + Mín: 0.00 Máx: 1.00 + + Tamanho Médio da Fila: + Média: 0.20 Desvio Padrão: 0.45 + Mediana: 0.00 IC 95%: [-0.44, 0.84] + Mín: 0.00 Máx: 1.00 + + Veículos Processados: + Média: 102.60 Desvio Padrão: 50.09 + Mediana: 104.00 IC 95%: [31.32, 173.88] + Mín: 55.00 Máx: 181.00 + + +--- Cr4 --- + Tamanho Máximo da Fila: Sem dados + + Tamanho Médio da Fila: Sem dados + + Veículos Processados: + Média: 68.80 Desvio Padrão: 27.10 + Mediana: 60.00 IC 95%: [30.24, 107.36] + Mín: 47.00 Máx: 113.00 + + +--- Cr5 --- + Tamanho Máximo da Fila: + Média: 1.20 Desvio Padrão: 2.17 + Mediana: 0.00 IC 95%: [-1.89, 4.29] + Mín: 0.00 Máx: 5.00 + + Tamanho Médio da Fila: + Média: 1.20 Desvio Padrão: 2.17 + Mediana: 0.00 IC 95%: [-1.89, 4.29] + Mín: 0.00 Máx: 5.00 + + Veículos Processados: + Média: 125.80 Desvio Padrão: 51.69 + Mediana: 96.00 IC 95%: [52.24, 199.36] + Mín: 84.00 Máx: 193.00 + + +--- ExitNode --- + Tamanho Máximo da Fila: Sem dados + + Tamanho Médio da Fila: Sem dados + + Veículos Processados: + Média: 394.20 Desvio Padrão: 134.99 + Mediana: 387.00 IC 95%: [202.11, 586.29] + Mín: 202.00 Máx: 541.00 + + +-------------------------------------------------------------------------------- +RESUMOS INDIVIDUAIS DAS EXECUÇÕES +-------------------------------------------------------------------------------- + +Execução #1 [simulation-medium.properties]: + Gerados: 891, Completados: 202 (22.7%) + Tempo Médio no Sistema: 69.75s + Tempo Médio de Espera: 66.09s + +Execução #2 [simulation-medium.properties]: + Gerados: 871, Completados: 340 (39.0%) + Tempo Médio no Sistema: 68.73s + Tempo Médio de Espera: 64.73s + +Execução #3 [simulation-medium.properties]: + Gerados: 953, Completados: 541 (56.8%) + Tempo Médio no Sistema: 68.64s + Tempo Médio de Espera: 65.24s + +Execução #4 [simulation-medium.properties]: + Gerados: 888, Completados: 501 (56.4%) + Tempo Médio no Sistema: 60.85s + Tempo Médio de Espera: 57.48s + +Execução #5 [simulation-medium.properties]: + Gerados: 869, Completados: 387 (44.5%) + Tempo Médio no Sistema: 58.29s + Tempo Médio de Espera: 55.37s + 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hub principal, gargalo crítico, tempos máximos de verde +trafficlight.Cr2.South.green=50.0 +trafficlight.Cr2.South.red=50.0 +trafficlight.Cr2.East.green=60.0 +trafficlight.Cr2.East.red=40.0 +trafficlight.Cr2.West.green=50.0 +trafficlight.Cr2.West.red=50.0 -# Intersection 1 (Entry point - longer greens to prevent early backup) -trafficlight.Cr1.South.green=60.0 -trafficlight.Cr1.South.red=3.0 -trafficlight.Cr1.East.green=60.0 -trafficlight.Cr1.East.red=3.0 +# Cruzamento 3 - caminho para a saída +trafficlight.Cr3.South.green=40.0 +trafficlight.Cr3.South.red=45.0 +trafficlight.Cr3.West.green=45.0 +trafficlight.Cr3.West.red=40.0 -# Intersection 2 (Main hub - CRITICAL BOTTLENECK, maximum green times) -# This is the most critical intersection - all routes converge here -trafficlight.Cr2.South.green=70.0 -trafficlight.Cr2.South.red=3.0 -trafficlight.Cr2.East.green=80.0 -trafficlight.Cr2.East.red=3.0 -trafficlight.Cr2.West.green=70.0 -trafficlight.Cr2.West.red=3.0 +# Cruzamento 4 +trafficlight.Cr4.East.green=45.0 +trafficlight.Cr4.East.red=45.0 +trafficlight.Cr4.North.green=45.0 +trafficlight.Cr4.North.red=45.0 -# Intersection 3 (Path to exit - maximize East throughput to exit) -trafficlight.Cr3.South.green=50.0 -trafficlight.Cr3.South.red=3.0 -trafficlight.Cr3.West.green=40.0 -trafficlight.Cr3.West.red=3.0 - -# Intersection 4 (High throughput needed toward Cr5) -trafficlight.Cr4.East.green=70.0 -trafficlight.Cr4.East.red=3.0 -trafficlight.Cr4.North.green=70.0 -trafficlight.Cr4.North.red=3.0 - -# Intersection 5 (Near exit - MAJOR BOTTLENECK, longest green time) -# All routes funnel through here before exit +# Cruzamento 5 - perto da saída, gargalo principal trafficlight.Cr5.East.green=90.0 trafficlight.Cr5.East.red=3.0 trafficlight.Cr5.West.green=70.0 @@ -87,40 +59,17 @@ trafficlight.Cr5.West.red=3.0 trafficlight.Cr5.North.green=70.0 trafficlight.Cr5.North.red=3.0 - -# === VEHICLE CONFIGURATION === -# Probability distribution for vehicle types (must sum to 1.0) +# Configuração de veículos vehicle.probability.bike=0.2 vehicle.probability.light=0.6 vehicle.probability.heavy=0.2 -# Average crossing times (in seconds) vehicle.crossing.time.bike=1.0 vehicle.crossing.time.light=2.0 vehicle.crossing.time.heavy=4.0 -# Travel times between intersections (in seconds) -# Base time for light vehicles (cars) vehicle.travel.time.base=1.0 -# Bike travel time = 0.5 x car travel time vehicle.travel.time.bike.multiplier=0.5 -# Heavy vehicle travel time = 4.0 x base travel time vehicle.travel.time.heavy.multiplier=4.0 -# === STATISTICS === - -# Interval between dashboard updates (seconds) statistics.update.interval=10.0 - -# === EXPECTED BEHAVIOR - HIGH LOAD === -# - Average system time: 200-400+ seconds (3-7+ minutes) -# - Maximum queue sizes: 15-30+ vehicles at Cr2 and Cr5 -# - Average queue sizes: 8-15+ vehicles -# - Severe congestion at Cr2 (main convergence point) -# - Severe congestion at Cr5 (pre-exit bottleneck) -# - System utilization: ~80-95% -# - Many vehicles will remain in system at simulation end -# - Queue growth may be unbounded if arrival rate exceeds service rate -# - Primary bottlenecks: Cr2 (3-way convergence) and Cr5 (final funnel) -# - This scenario tests maximum system capacity and traffic light optimization -# - Expected to demonstrate need for adaptive traffic light policies diff --git a/main/src/main/resources/simulation-low.properties b/main/src/main/resources/simulation-low.properties index 05eee1b..4ab5743 100644 --- a/main/src/main/resources/simulation-low.properties +++ b/main/src/main/resources/simulation-low.properties @@ -1,13 +1,4 @@ -# ========================================================= -# Traffic Simulation Configuration - LOW LOAD SCENARIO -# --------------------------------------------------------- -# Low traffic scenario for testing system under light load. -# Expected: No congestion, minimal queues, fast vehicle throughput -# ========================================================= - -# === NETWORK CONFIGURATION === - -# Intersections (each with its host and port) +# Configuração de rede intersection.Cr1.host=localhost intersection.Cr1.port=8001 intersection.Cr2.host=localhost @@ -19,65 +10,48 @@ intersection.Cr4.port=8004 intersection.Cr5.host=localhost intersection.Cr5.port=8005 -# Exit node exit.host=localhost exit.port=9001 -# Dashboard server dashboard.host=localhost dashboard.port=9000 - -# === SIMULATION CONFIGURATION === - -# Total duration in seconds (1800 = 30 minutes) +# Configuração da simulação +# Cenário de carga baixa - tráfego leve para testar o sistema sem congestionamento simulation.duration=1800 - -# Vehicle arrival model: FIXED or POISSON simulation.arrival.model=POISSON - -# λ (lambda): LOW LOAD = 0.2 vehicles per second (12 vehicles/minute, 720 vehicles/hour) -# This is approximately 40% of medium load simulation.arrival.rate=0.2 - -# Fixed interval between arrivals (only used if model=FIXED) simulation.arrival.fixed.interval=2.0 - -# Routing policy: RANDOM, SHORTEST_PATH, LEAST_CONGESTED simulation.routing.policy=LEAST_CONGESTED - -# === TRAFFIC LIGHT TIMINGS === -# Format: trafficlight...= -# Standard timings - should be more than adequate for low load - -# Intersection 1 (Entry point - balanced) +# Tempos dos semáforos (tempos realistas do mundo real, sem fase amarela) +# Cruzamento 1 - ponto de entrada, equilibrado trafficlight.Cr1.South.green=30.0 -trafficlight.Cr1.South.red=5.0 +trafficlight.Cr1.South.red=30.0 trafficlight.Cr1.East.green=30.0 -trafficlight.Cr1.East.red=5.0 +trafficlight.Cr1.East.red=30.0 -# Intersection 2 (Main hub - shorter cycles, favor East-West) +# Cruzamento 2 - hub principal trafficlight.Cr2.South.green=30.0 -trafficlight.Cr2.South.red=5.0 +trafficlight.Cr2.South.red=30.0 trafficlight.Cr2.East.green=30.0 -trafficlight.Cr2.East.red=5.0 +trafficlight.Cr2.East.red=30.0 trafficlight.Cr2.West.green=30.0 -trafficlight.Cr2.West.red=5.0 +trafficlight.Cr2.West.red=30.0 -# Intersection 3 (Path to exit - favor East) +# Cruzamento 3 - caminho para a saída trafficlight.Cr3.South.green=30.0 -trafficlight.Cr3.South.red=5.0 +trafficlight.Cr3.South.red=30.0 trafficlight.Cr3.West.green=30.0 -trafficlight.Cr3.West.red=5.0 +trafficlight.Cr3.West.red=30.0 -# Intersection 4 (Favor East toward Cr5) +# Cruzamento 4 trafficlight.Cr4.East.green=30.0 -trafficlight.Cr4.East.red=5.0 +trafficlight.Cr4.East.red=30.0 trafficlight.Cr4.North.green=30.0 -trafficlight.Cr4.North.red=5.0 +trafficlight.Cr4.North.red=30.0 -# Intersection 5 (Near exit - favor East) +# Cruzamento 5 - perto da saída trafficlight.Cr5.East.green=30.0 trafficlight.Cr5.East.red=5.0 trafficlight.Cr5.West.green=30.0 @@ -85,36 +59,17 @@ trafficlight.Cr5.West.red=5.0 trafficlight.Cr5.North.green=30.0 trafficlight.Cr5.North.red=5.0 - -# === VEHICLE CONFIGURATION === -# Probability distribution for vehicle types (must sum to 1.0) +# Configuração de veículos vehicle.probability.bike=0.2 vehicle.probability.light=0.6 vehicle.probability.heavy=0.2 -# Average crossing times (in seconds) vehicle.crossing.time.bike=1.0 vehicle.crossing.time.light=2.0 vehicle.crossing.time.heavy=4.0 -# Travel times between intersections (in seconds) -# Base time for light vehicles (cars) vehicle.travel.time.base=1.0 -# Bike travel time = 0.5 x car travel time vehicle.travel.time.bike.multiplier=0.5 -# Heavy vehicle travel time = 4.0 x base travel time vehicle.travel.time.heavy.multiplier=4.0 -# === STATISTICS === - -# Interval between dashboard updates (seconds) statistics.update.interval=10.0 - -# === EXPECTED BEHAVIOR - LOW LOAD === -# - Average system time: 40-80 seconds -# - Maximum queue sizes: 1-3 vehicles -# - Average queue sizes: < 1 vehicle -# - Vehicles should flow smoothly through the system -# - Minimal waiting at traffic lights (mostly travel time) -# - System utilization: ~20-30% -# - All vehicles should exit within simulation time diff --git a/main/src/main/resources/simulation-medium.properties b/main/src/main/resources/simulation-medium.properties index 9dbe8e1..5913eff 100644 --- a/main/src/main/resources/simulation-medium.properties +++ b/main/src/main/resources/simulation-medium.properties @@ -1,13 +1,4 @@ -# ========================================================= -# Traffic Simulation Configuration - MEDIUM LOAD SCENARIO -# --------------------------------------------------------- -# Medium traffic scenario for testing system under normal load. -# Expected: Moderate queues, some congestion at peak intersections -# ========================================================= - -# === NETWORK CONFIGURATION === - -# Intersections (each with its host and port) +# Configuração de rede intersection.Cr1.host=localhost intersection.Cr1.port=8001 intersection.Cr2.host=localhost @@ -19,65 +10,48 @@ intersection.Cr4.port=8004 intersection.Cr5.host=localhost intersection.Cr5.port=8005 -# Exit node exit.host=localhost exit.port=9001 -# Dashboard server dashboard.host=localhost dashboard.port=9000 - -# === SIMULATION CONFIGURATION === - -# Total duration in seconds (1800 = 30 minutes) +# Configuração da simulação +# Cenário de carga média - tráfego normal com algum congestionamento simulation.duration=1800 - -# Vehicle arrival model: FIXED or POISSON simulation.arrival.model=POISSON - -# λ (lambda): MEDIUM LOAD = 0.5 vehicles per second (30 vehicles/minute, 1800 vehicles/hour) -# This represents normal traffic conditions simulation.arrival.rate=0.5 - -# Fixed interval between arrivals (only used if model=FIXED) simulation.arrival.fixed.interval=2.0 - -# Routing policy: RANDOM, SHORTEST_PATH, LEAST_CONGESTED simulation.routing.policy=LEAST_CONGESTED +# Tempos dos semáforos (tempos realistas do mundo real, sem fase amarela) +# Cruzamento 1 - ponto de entrada, equilibrado +trafficlight.Cr1.South.green=35.0 +trafficlight.Cr1.South.red=35.0 +trafficlight.Cr1.East.green=35.0 +trafficlight.Cr1.East.red=35.0 -# === TRAFFIC LIGHT TIMINGS === -# Format: trafficlight...= -# Optimized timings for medium load +# Cruzamento 2 - hub principal, gargalo crítico +trafficlight.Cr2.South.green=40.0 +trafficlight.Cr2.South.red=40.0 +trafficlight.Cr2.East.green=45.0 +trafficlight.Cr2.East.red=35.0 +trafficlight.Cr2.West.green=40.0 +trafficlight.Cr2.West.red=40.0 -# Intersection 1 (Entry point - balanced) -trafficlight.Cr1.South.green=40.0 -trafficlight.Cr1.South.red=5.0 -trafficlight.Cr1.East.green=40.0 -trafficlight.Cr1.East.red=5.0 +# Cruzamento 3 - caminho para a saída +trafficlight.Cr3.South.green=35.0 +trafficlight.Cr3.South.red=40.0 +trafficlight.Cr3.West.green=40.0 +trafficlight.Cr3.West.red=35.0 -# Intersection 2 (Main hub - CRITICAL BOTTLENECK, longer green times) -trafficlight.Cr2.South.green=45.0 -trafficlight.Cr2.South.red=5.0 -trafficlight.Cr2.East.green=50.0 -trafficlight.Cr2.East.red=5.0 -trafficlight.Cr2.West.green=45.0 -trafficlight.Cr2.West.red=5.0 +# Cruzamento 4 +trafficlight.Cr4.East.green=35.0 +trafficlight.Cr4.East.red=35.0 +trafficlight.Cr4.North.green=35.0 +trafficlight.Cr4.North.red=35.0 -# Intersection 3 (Path to exit - favor East toward exit) -trafficlight.Cr3.South.green=40.0 -trafficlight.Cr3.South.red=5.0 -trafficlight.Cr3.West.green=35.0 -trafficlight.Cr3.West.red=5.0 - -# Intersection 4 (Favor East toward Cr5) -trafficlight.Cr4.East.green=40.0 -trafficlight.Cr4.East.red=5.0 -trafficlight.Cr4.North.green=40.0 -trafficlight.Cr4.North.red=5.0 - -# Intersection 5 (Near exit - POTENTIAL BOTTLENECK, longer green) +# Cruzamento 5 - perto da saída, possível gargalo trafficlight.Cr5.East.green=50.0 trafficlight.Cr5.East.red=5.0 trafficlight.Cr5.West.green=45.0 @@ -85,37 +59,17 @@ trafficlight.Cr5.West.red=5.0 trafficlight.Cr5.North.green=45.0 trafficlight.Cr5.North.red=5.0 - -# === VEHICLE CONFIGURATION === -# Probability distribution for vehicle types (must sum to 1.0) +# Configuração de veículos vehicle.probability.bike=0.2 vehicle.probability.light=0.6 vehicle.probability.heavy=0.2 -# Average crossing times (in seconds) vehicle.crossing.time.bike=1.0 vehicle.crossing.time.light=2.0 vehicle.crossing.time.heavy=4.0 -# Travel times between intersections (in seconds) -# Base time for light vehicles (cars) vehicle.travel.time.base=1.0 -# Bike travel time = 0.5 x car travel time vehicle.travel.time.bike.multiplier=0.5 -# Heavy vehicle travel time = 4.0 x base travel time vehicle.travel.time.heavy.multiplier=4.0 -# === STATISTICS === - -# Interval between dashboard updates (seconds) statistics.update.interval=10.0 - -# === EXPECTED BEHAVIOR - MEDIUM LOAD === -# - Average system time: 80-150 seconds -# - Maximum queue sizes: 5-10 vehicles at Cr2 and Cr5 -# - Average queue sizes: 2-5 vehicles -# - Moderate congestion at Cr2 (main hub) and Cr5 (pre-exit) -# - System utilization: ~50-60% -# - Most vehicles should exit, some may remain at simulation end -# - Cr2 is the primary bottleneck (3 directions converge) -# - Cr5 is secondary bottleneck (all routes pass through) diff --git a/main/src/main/resources/simulation.properties b/main/src/main/resources/simulation.properties index 012c6dd..e2b65e8 100644 --- a/main/src/main/resources/simulation.properties +++ b/main/src/main/resources/simulation.properties @@ -1,13 +1,4 @@ -# ========================================================= -# Traffic Simulation Configuration -# --------------------------------------------------------- -# All parameters controlling network layout, timing, -# and simulation behavior. -# ========================================================= - -# === NETWORK CONFIGURATION === - -# Intersections (each with its host and port) +# Configuração de rede intersection.Cr1.host=localhost intersection.Cr1.port=8001 intersection.Cr2.host=localhost @@ -19,92 +10,60 @@ intersection.Cr4.port=8004 intersection.Cr5.host=localhost intersection.Cr5.port=8005 -# Exit node exit.host=localhost exit.port=9001 -# Dashboard server dashboard.host=localhost dashboard.port=9000 - -# === SIMULATION CONFIGURATION === - -# Total duration in seconds (3600 = 1 hour) +# Configuração da simulação simulation.duration=300 - -# Time scaling factor for visualization (real_seconds = sim_seconds * scale) -# 0 = instant (pure DES), 0.01 = 100x speed, 0.1 = 10x speed, 1.0 = real-time simulation.time.scale=0.01 - -# Vehicle arrival model: FIXED or POISSON simulation.arrival.model=POISSON - -# λ (lambda): average arrival rate (vehicles per second) simulation.arrival.rate=0.5 - -# Fixed interval between arrivals (only used if model=FIXED) simulation.arrival.fixed.interval=2.0 - -# Routing policy: RANDOM, SHORTEST_PATH, LEAST_CONGESTED -# RANDOM: selects routes with predefined probabilities (baseline) -# SHORTEST_PATH: always chooses the route with fewest intersections -# LEAST_CONGESTED: dynamically chooses routes to avoid congested areas simulation.routing.policy=RANDOM +# Tempos dos semáforos (tempos realistas do mundo real, sem fase amarela) +# Cruzamento 1 - ponto de entrada, equilibrado +trafficlight.Cr1.South.green=35.0 +trafficlight.Cr1.South.red=35.0 +trafficlight.Cr1.East.green=35.0 +trafficlight.Cr1.East.red=35.0 -# === TRAFFIC LIGHT TIMINGS === -# Format: trafficlight...= +# Cruzamento 2 - hub principal +trafficlight.Cr2.South.green=40.0 +trafficlight.Cr2.South.red=40.0 +trafficlight.Cr2.East.green=40.0 +trafficlight.Cr2.East.red=40.0 +trafficlight.Cr2.West.green=40.0 +trafficlight.Cr2.West.red=40.0 -# Intersection 1 (Entry point - balanced) -trafficlight.Cr1.South.green=60.0 -trafficlight.Cr1.South.red=5.0 -trafficlight.Cr1.East.green=60.0 -trafficlight.Cr1.East.red=5.0 +# Cruzamento 3 - caminho para a saída +trafficlight.Cr3.South.green=35.0 +trafficlight.Cr3.South.red=40.0 +trafficlight.Cr3.West.green=40.0 +trafficlight.Cr3.West.red=35.0 -# Intersection 2 (Main hub - shorter cycles, favor East-West) -trafficlight.Cr2.South.green=60.0 -trafficlight.Cr2.South.red=5.0 -trafficlight.Cr2.East.green=60.0 -trafficlight.Cr2.East.red=5.0 -trafficlight.Cr2.West.green=60.0 -trafficlight.Cr2.West.red=5.0 +# Cruzamento 4 +trafficlight.Cr4.East.green=35.0 +trafficlight.Cr4.East.red=35.0 -# Intersection 3 (Path to exit - favor East) -trafficlight.Cr3.South.green=60.0 -trafficlight.Cr3.South.red=5.0 -trafficlight.Cr3.West.green=60.0 -trafficlight.Cr3.West.red=5.0 +# Cruzamento 5 - perto da saída +trafficlight.Cr5.East.green=35.0 +trafficlight.Cr5.East.red=35.0 -# Intersection 4 (Favor East toward Cr5) -trafficlight.Cr4.East.green=60.0 -trafficlight.Cr4.East.red=5.0 - -# Intersection 5 (Near exit - favor East) -trafficlight.Cr5.East.green=60.0 -trafficlight.Cr5.East.red=5.0 - - -# === VEHICLE CONFIGURATION === -# Probability distribution for vehicle types (must sum to 1.0) +# Configuração de veículos vehicle.probability.bike=0.2 vehicle.probability.light=0.6 vehicle.probability.heavy=0.2 -# Average crossing times (in seconds) vehicle.crossing.time.bike=1.0 vehicle.crossing.time.light=2.0 vehicle.crossing.time.heavy=4.0 -# Travel times between intersections (in seconds) -# Base time for light vehicles (cars) vehicle.travel.time.base=1.0 -# Bike travel time = 0.5 x car travel time vehicle.travel.time.bike.multiplier=0.5 -# Heavy vehicle travel time = 4.0 x base travel time vehicle.travel.time.heavy.multiplier=4.0 -# === STATISTICS === - -# Interval between dashboard updates (seconds) statistics.update.interval=0.1